diff --git a/kernel_ridge_linear_model/__pycache__/utils_functions_for_estimation.cpython-38.pyc b/kernel_ridge_linear_model/__pycache__/utils_functions_for_estimation.cpython-38.pyc index 635a3f61b9f94ab6e9e13c1695e310e4fc5bdcea..ada1c0f0ef57eda60beb085a82b7fa6d699d4c46 100755 Binary files a/kernel_ridge_linear_model/__pycache__/utils_functions_for_estimation.cpython-38.pyc and b/kernel_ridge_linear_model/__pycache__/utils_functions_for_estimation.cpython-38.pyc differ diff --git a/kernel_ridge_linear_model/best_R2_exploration_summary.csv b/kernel_ridge_linear_model/best_R2_exploration_summary.csv index cd74d4979bd7a7c9cc7f2b525b71e5a5e037ffb3..d7a512f5c6697bfc78f54397f9806f8249594ad6 100755 --- a/kernel_ridge_linear_model/best_R2_exploration_summary.csv +++ b/kernel_ridge_linear_model/best_R2_exploration_summary.csv @@ -354,3 +354,5 @@ google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,Fals google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.8999417647627684,10,10,base_Y, samsung_galaxy_s8,samsung_galaxy_s8_format,False,False,1000,0.049940597311979425,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.9237201060264895,10,10,base_Y, samsung_galaxy_s8,samsung_galaxy_s8_format,False,False,1000,0.049940597311979425,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.9237201060264895,10,10,base_Y, +google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.8999417647627684,10,10,base_Y, +google_pixel_4a_5g,google_pixel_4a_5g_format,False,False,1000,0.01000000099,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.8999417647627684,10,10,base_Y, diff --git a/kernel_ridge_linear_model/kernel_ridge.py b/kernel_ridge_linear_model/kernel_ridge.py index e5005fd5be6325d01b66b358362025344f6e229a..5185e090ce08904b6d69435fc6129f82ccb6f7a2 100755 --- a/kernel_ridge_linear_model/kernel_ridge.py +++ b/kernel_ridge_linear_model/kernel_ridge.py @@ -20,8 +20,8 @@ from statsmodels.sandbox.regression.kernridgeregress_class import GaussProcess # WARNING !!!!! THE VALUE OF ENERGY EFFICIENCY USED BY THE MODEL IS OBTAINED WITH FORMULA WORKLOAD/ENERGY, # IT IS THE INVERSE OF THE ONE COMPUTED BY THE AUTOMATIZATION SCRIPT ########### General option on input datas -phone_name = "samsung_galaxy_s8" # can be "google_pixel_4a_5g", or "samsung_galaxy_s8" -input_format = "samsung_galaxy_s8_format" # "google_pixel_4a_5g_format" # can be "google_pixel_4a_5g_format", "samsung_galaxy_s8_format", or "generic" +phone_name = "google_pixel_4a_5g" # can be "google_pixel_4a_5g", or "samsung_galaxy_s8" +input_format = "google_pixel_4a_5g_format" # "google_pixel_4a_5g_format" # can be "google_pixel_4a_5g_format", "samsung_galaxy_s8_format", or "generic" base_Y__X_meaning_dictionnary, base_Y_N_on_socket__X_meaning_dictionnary, base_Y_F__X_meaning_dictionnary, base_Y_F_N_on_socket__X_meaning_dictionnary = utils.setup_X_format_meaning_dictionnaries(phone_name) energy_gap = 10 # in mAh, this parameter and the next one is used in the function utils.remove_aberrants_points to remove some "aberrant_point" @@ -77,7 +77,7 @@ generate_best_configuration_file = False number_of_best_combinations = 4000 # when generating the best configurations, this parameter should be used to limit the number of configurations to print in the output file compute_marginal_effect = True # MODIFIED before integrating experiment automatization -workstep = "increasing_samsung_data_set" #"testing_best_configuration_estimation" #"reviewing_mariginal_interaction_plots" # "reviewing_mariginal_interaction_plots" #"looking_strange_cases" +workstep = "testing_best_configuration_estimation"#"increasing_samsung_data_set" #"testing_best_configuration_estimation" #"reviewing_mariginal_interaction_plots" # "reviewing_mariginal_interaction_plots" #"looking_strange_cases" acceptable_marginal_mean_value = 0 # if not 0, the horizontal bar at the level of this value will appear in marginal graph (on the samsung). # this can help decision maker to chose acceptable situation, before scheduling at thread on core # or increasing socket frequency, associated with a parameter of the model. diff --git a/kernel_ridge_linear_model/kernel_ridge_prediction_on_google_pixel_4a_5g.png b/kernel_ridge_linear_model/kernel_ridge_prediction_on_google_pixel_4a_5g.png index c6affc80389150a0fc86003806a6628bd9b922f8..f502386a7612ed2f8030acfe15aaf55c592859e0 100755 Binary files a/kernel_ridge_linear_model/kernel_ridge_prediction_on_google_pixel_4a_5g.png and b/kernel_ridge_linear_model/kernel_ridge_prediction_on_google_pixel_4a_5g.png differ diff --git a/kernel_ridge_linear_model/log_file_looking_at_best_configurations.txt b/kernel_ridge_linear_model/log_file_looking_at_best_configurations.txt index 6fbfb6130e28c252655f97c4391f576858838ee0..829c9cc4b82a406b6a6c1287d4afc919bc810275 100755 --- a/kernel_ridge_linear_model/log_file_looking_at_best_configurations.txt +++ b/kernel_ridge_linear_model/log_file_looking_at_best_configurations.txt @@ -1,65011 +1,198291 @@ - --- New tests on samsung galaxy s8 - --- Getting data from folder /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version + --- reviewing marginal plot on google pixel + --- Getting data from folder /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89 --- Maximum input size = -1 --- X format manipulated by the model = base_Y - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary_first_results_samsung_interrupted.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary_key_experiements_first_part.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary_key_experiement_second_part.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary_seventh_experiments_interrupted.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary__07Oct22_interrupted_by_windows_update.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary___06Sep22_09_42_02.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary___07Sep22_11_04_29.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary___08Sep22_11_21_57.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary___13Sep22_11_30_53.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary___14Sep22_12_20_26.csv -*** Total configurations in user friendly format: ['0303-1010', '0033-3000', '0303-0100', '2222-0220', '3000-1110', '0030-0000', '0020-0010', '1000-1010', '0020-0202', '0010-3300', '0011-0111', '3303-0001', '0022-0030', '0011-1100', '3303-1010', '0003-1001', '0000-0000', '0000-0000', '3000-0000', '3300-0000', '3330-0000', '3333-0000', '3333-3000', '3333-3300', '0000-3000', '0000-3300', '0000-3330', '3300-3000', '3330-3000', '3000-3000', '3000-3300', '3000-3330', '0000-0000', '1000-0000', '2000-0000', '3000-0000', '1100-0000', '2200-0000', '1110-0000', '2220-0000', '3300-1000', '3300-2000', '1100-1000', '2200-2000', '3000-1000', '3000-2000', '1000-1000', '1001-2000', '0111-0000', '3000-0202', '0001-2002', '3300-0000', '1101-0202', '0011-0000', '1001-0002', '2002-0101', '0303-0000', '0101-2220', '0001-0020', '3330-1111', '0330-0111', '0000-1010', '0001-1100', '0002-0020', '2022-2220', '1000-0030', '0010-2000', '0110-0002', '3030-1000', '2000-2000', '3000-1100', '3000-2200', '1000-1100', '2000-2200', '3000-3300', '0000-1000', '0000-2000', '0000-2200', '1001-2220', '0200-1100', '2002-0100', '0000-0001', '0101-0200', '3330-2220', '2002-2000', '0001-0200', '0220-0020', '0303-1000', '0110-0020', '0030-2000', '2002-1001', '0101-2020', '0202-1001', '3003-1101', '0220-1001', '3003-0002', '1111-0101', '2220-0000', '2020-0022', '0011-2200', '2222-2200', '1011-0100', '0033-2200', '0101-0330', '0100-0200', '1101-2000', '0333-0011', '1011-3330', '1011-3030', '0010-0101', '0110-0010', '0011-3000', '0020-2000', '3303-1011', '3000-2000', '0110-1001', '3330-2202', '1011-2200', '0222-0300', '0011-2022', '3003-3330', '0110-0100', '0200-0100', '2220-3330', '0020-2220', '2220-2220', '0002-3000', '2020-3030', '1001-2002', '0333-0030', '2022-2200', '0020-1100', '1110-3330', '0111-2000', '0033-0220', '2022-1001', '0003-0001', '3033-1010', '1111-0101', '0100-3000', '2020-1000', '0202-0200', '0300-0010', '0200-3330', '3333-1101', '3333-3000', '2000-0022', '1010-2000', '3030-2002', '0033-0011', '3030-1001', '0010-0011', '2220-0330', '2002-0010', '3330-0030', '0200-0010', '2022-0330', '0022-1111', '2220-0300', '3330-0101', '0001-0220', '1100-0020', '1100-1001', '0220-2022', '3000-0011', '1111-2002', '2000-1001', '2020-0220', '2020-0030', '1111-3330', '0222-2220', '0303-0100', '0100-0200', '2200-0002', '2200-1000', '3333-1111', '0222-1000', '2200-2000', '0330-0300', '0300-0000', '3030-0110', '1100-1011', '3303-0111', '3003-0220', '1000-0202', '1000-0100', '0030-2200', '0202-0001', '0333-0002', '3333-0001', '1000-2200', '1100-3000', '0020-1111', '3030-1101', '0002-0111', '1011-0330', '0000-1111', '1011-3030', '3033-0100', '3030-0000', '0111-0001', '0011-0000', '1111-3300', '0010-0222', '0002-3330', '1011-0100', '1011-3330', '3000-0001', '1011-0011', '0022-1111', '0220-2000', '0303-1001', '0022-3300', '0002-1000', '0222-3300', '3030-2000', '1100-0110', '1100-3330', '1001-3030', '0100-1011', '0330-0002', '1100-0000', '1110-3330', '0011-0222', '1100-0222', '1001-3330', '0200-1110', '3300-0101', '0333-3000', '3333-1000', '2020-1100', '0303-1000', '2002-0220', '0110-0300', '3330-2000', '0003-0030', '0222-2220', '3003-0110', '2200-1000', '0200-1000', '1101-1110', '2002-1111', '2200-3300', '0022-2220', '0101-0222', '1011-0002', '0330-1011', '1110-1000', '3300-2202', '3030-0010', '0000-2000', '0222-1110'] - --- Getting data from folder /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_fifth_experiments_02Aug22_05_37_44_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_first_results_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_fourth_experiments__31Jul22_22_49_44_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_google_pixel_varying_frequency_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_google_pixel_varying_number_of_threads_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_second_results_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_third_result_cleaned_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_to_verify_strange_results.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_twelfth_before_meeting.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___03Aug22_05_34_39_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___09Aug22_08_43_01.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___10Aug22_12_36_17.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___12Aug22_11_07_50.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___17Aug22_13_08_20.csv +*** Total configurations in user friendly format: ['101111-1-0', '011001-0-3', '110111-0-1', '101110-1-0', '111101-0-0', '111110-1-2', '303303-0-1', '222222-3-3', '333333-3-2', '202222-3-3', '101101-2-2', '003330-3-2', '220202-3-2', '202220-2-3', '333030-0-2', '303330-3-0', '202222-0-3', '030333-2-3', '022202-2-0', '111010-2-0', '333333-1-2', '111111-2-1', '222220-0-3', '000300-0-0', '222222-3-2', '333300-3-0', '110011-3-2', '111011-2-1', '202202-2-3', '333303-1-2', '202222-2-3', '300033-3-2', '330333-2-2', '220222-0-1', '033333-0-3', '110110-0-3', '110001-0-2', '222022-2-3', '111101-1-1', '022022-1-3', '000011-1-1', '111011-3-0', '220020-1-2', '333033-0-2', '222220-3-3', '030300-2-0', '220220-3-2', '101110-2-3', '111011-2-3', '303300-0-1', '222220-2-1', '200222-2-3', '220222-2-0', '333333-3-3', '110101-1-0', '011010-1-3', '303330-1-2', '033033-2-0', '333300-0-1', '111111-3-1', '110101-0-0', '003333-1-2', '333333-2-1', '333300-1-0', '220020-0-1', '111111-1-2', '101101-0-2', '330330-2-3', '333333-3-1', '220220-0-0', '110011-0-0', '011111-3-2', '303333-3-1', '101111-3-0', '222222-2-3', '022222-0-3', '303033-3-3', '333033-0-2', '022222-0-0', '100101-1-3', '110111-1-2', '222222-1-0', '101111-3-3', '111111-3-3', '003333-3-1', '011111-1-2', '202022-1-2', '330030-2-2', '333330-3-0', '111110-1-0', '110111-0-0', '202222-0-2', '333333-1-1', '111010-3-1', '111011-1-3', '303333-0-3', '033033-1-1', '111111-3-1', '222222-2-3', '333333-1-3', '011010-2-1', '333333-3-3', '330030-0-1', '111111-2-3', '111111-2-2', '033333-0-2', '011110-1-1', '333033-0-0', '002200-2-2', '011110-3-1', '200202-3-0', '111111-0-2', '330033-3-0', '222202-2-1', '030033-0-1', '022222-2-0', '202222-3-1', '333333-2-2', '111111-2-1', '101111-2-1', '100110-0-2', '333300-1-2', '000300-2-3', '010110-0-2', '222220-1-2', '222222-0-1', '330333-0-1', '033030-0-3', '033330-0-0', '303033-2-2', '202222-2-1', '111111-1-2', '202022-3-3', '303300-3-3', '330333-3-0', '333033-2-1', '222020-1-0', '303333-0-3', '222202-3-1', '111111-2-3', '111111-1-3', '111110-1-0', '222022-0-3', '220020-0-3', '033330-3-2', '111111-2-0', '111101-1-1', '111111-2-3', '333300-1-0', '111011-0-0', '220202-1-1', '033033-3-2', '022202-0-0', '033033-1-0', '003333-2-3', '222022-1-0', '033333-1-2', '100000-0-2', '222222-2-3', '202222-0-2', '333303-2-1', '303333-2-0', '220220-1-2', '222220-2-3', '111011-3-3', '220202-1-2', '222220-0-1', '111111-1-0', '033300-2-1', '222222-0-2', '330333-0-0', '330330-3-0', '101110-1-0', '002202-3-1', '220022-2-1', '202220-0-2', '222220-2-3', '222002-0-2', '030330-3-0', '222022-3-3', '333333-0-1', '202222-2-2', '030330-3-3', '222022-0-0', '222000-1-1', '333333-1-3', '101011-3-1', '033033-2-2', '330303-3-1', '333033-0-2', '030033-2-3', '333333-3-3', '333333-1-0', '101011-3-0', '333033-1-1', '222202-1-2', '222020-2-1', '001101-2-2', '111111-2-1', '222222-1-1', '101110-0-3', '300033-2-1', '111101-2-3', '303333-3-1', '110110-3-1', '222220-3-1', '110110-2-0', '000022-2-2', '111011-1-0', '222220-1-0', '033333-1-0', '202222-1-0', '011111-2-1', '110111-2-0', '333333-3-2', '333333-0-3', '110100-1-3', '110111-2-0', '011011-1-0', '100111-3-1', '010100-0-0', '222202-3-0', '222222-3-0', '330033-2-1', '303300-2-2', '222022-2-0', '220222-3-2', '000111-3-0', '111001-2-2', '020220-2-1', '222222-0-0', '300333-3-2', '222222-0-3', '000200-2-1', '333300-1-1', '330030-0-1', '333333-2-0', '110010-0-3', '330030-1-2', '222222-3-0', '222222-3-2', '220202-0-1', '333030-3-2', '111011-1-1', '202220-3-0', '220220-1-2', '110111-1-2', '111111-1-3', '222020-2-0', '333303-0-2', '100010-0-1', '222222-3-1', '222202-1-2', '101111-0-3', '110011-0-2', '101011-1-2', '001011-2-2', '011110-2-1', '333033-2-2', '330303-0-0', '033030-3-2', '333330-1-0', '222202-0-1', '110111-3-3', '333330-2-3', '111111-2-0', '101010-2-3', '333333-2-2', '222002-2-3', '222022-1-3', '033033-1-2', '010111-3-2', '222202-3-2', '330330-0-0', '222222-1-2', '022222-1-1', '101001-3-0', '033333-0-0', '000000-0-0', '100000-0-0', '200000-0-0', '300000-0-0', '110000-0-0', '220000-0-0', '330000-0-0', '111000-0-0', '222000-0-0', '333000-0-0', '300000-1-0', '300000-2-0', '100000-1-0', '200000-2-0', '300000-3-0', '000000-1-0', '000000-2-0', '000000-3-0', '000000-0-3', '000000-1-1', '000000-2-2', '000000-3-1', '000000-3-2', '000000-3-3', '000000-0-0', '300000-0-0', '330000-0-0', '333000-0-0', '333300-0-0', '333330-0-0', '333333-0-0', '333333-3-0', '333333-3-3', '000000-3-0', '000000-3-0', '000000-3-3', '300000-3-0', '330000-3-0', '333000-3-0', '300000-3-3', '330303-1-1', '333333-3-0', '022202-2-2', '100111-1-0', '303033-3-1', '101111-1-3', '002220-1-1', '111110-1-1', '220222-3-3', '022202-2-3', '000100-0-2', '011001-2-1', '222222-3-2', '220202-2-3', '222222-1-3', '011111-3-1', '333300-2-2', '333030-0-1', '030333-2-2', '001011-1-0', '033333-0-2', '220002-1-0', '330333-0-3', '111111-1-1', '222222-3-3', '220022-3-2', '303303-1-3', '011111-2-0', '011101-0-2', '111110-2-0', '333330-0-2', '333333-2-0', '300300-3-0', '033033-1-2', '222220-0-3', '111110-2-1', '330033-1-3', '333033-2-3', '022222-1-0', '222022-2-3', '202222-1-0', '100011-0-0', '333333-2-0', '010101-3-0', '011111-2-2', '222222-1-0', '000033-1-1', '033030-1-2', '111111-3-0', '220202-3-1', '101101-2-0', '222222-0-2', '303333-1-1', '000222-0-2', '022220-0-1', '222200-1-3', '022220-2-2', '333033-2-2', '222200-1-2', '300333-0-0', '111101-0-3', '220022-3-0', '000333-2-0', '111001-3-0', '330333-2-2', '110111-3-1', '222022-3-1', '333333-0-0', '220002-3-0', '303333-0-0', '222022-0-0', '033033-3-1', '200222-2-1', '111000-2-0', '001111-3-3', '033333-3-3', '222202-1-3', '222222-2-0', '222202-2-1', '100101-2-0', '033030-3-1', '220222-2-3', '222220-2-0', '330033-0-2', '300333-1-2', '010100-2-1', '111011-2-0', '101101-1-3', '202222-1-3', '303333-2-3', '000000-1-2', '101111-3-2', '022002-2-3', '002220-3-3', '300333-3-2', '303000-1-3', '100011-3-2', '110101-2-1', '101101-3-2', '111110-1-0', '002020-2-0', '330000-3-3', '003003-3-3', '000022-3-3', '033000-2-0', '011100-1-1', '033303-0-0', '010100-3-0', '110000-2-0', '101110-1-0', '100100-1-1', '222220-2-2', '002022-3-0', '003030-1-1', '033003-2-0', '010111-1-1', '303330-0-0', '010010-1-1', '030300-2-2', '033000-1-0', '000110-3-1', '033330-2-3', '011011-3-2', '020202-2-0', '101011-1-0', '303330-2-3', '022220-2-2', '200022-1-0', '011000-2-0', '020200-2-2', '001011-2-0', '202000-1-2', '200000-1-1', '111010-2-0', '020000-3-2', '022222-1-2', '333330-1-2', '101111-1-1', '300033-0-0', '303330-1-1', '220022-3-3', '003033-1-1', '110101-3-0', '011111-3-3', '110001-3-1', '002200-1-3', '010110-1-0', '330333-2-0', '202220-3-0', '003300-3-1', '200222-1-3', '330030-3-2', '111010-3-0', '220222-3-2', '303000-2-1', '222222-2-1', '330330-2-1', '222222-1-3', '333333-3-0', '000001-3-0', '222022-2-0', '111010-3-3', '100101-3-0', '333330-1-3', '220222-0-3', '333333-0-2', '111101-3-2', '333003-3-1', '111011-2-3', '333333-1-3', '333330-2-3', '222222-0-1', '111111-1-1', '033033-1-3', '303333-1-0', '200222-1-1', '222222-1-3', '333333-1-1', '222022-2-2', '033333-1-3', '333033-1-3', '200222-3-2', '111110-2-0', '000011-3-0', '111001-1-2', '333333-3-2', '022022-3-3', '022222-0-2', '030303-1-2', '022222-2-3', '101101-3-0', '000202-2-0', '111011-0-3', '220200-2-2', '333000-3-0', '010000-1-0', '330303-1-2', '110000-0-0', '022202-2-2', '202002-3-0', '303303-2-1', '200022-2-3', '030300-2-3', '030003-0-0', '000000-2-0', '202220-2-1', '001010-1-0', '202000-0-0', '100000-3-0', '011000-1-0', '022222-1-2', '333300-1-0', '222222-1-2', '003303-1-1', '000000-3-1', '000110-1-1', '220000-3-0', '022022-1-3', '000022-3-2', '001010-1-0', '000333-2-0', '020200-1-1', '011010-2-3', '101101-2-1', '330330-3-3', '022222-3-1', '202022-3-1', '011010-3-2', '110011-2-2', '033030-2-0', '220222-2-3', '101011-3-2', '333303-0-0', '011001-3-1', '000110-3-3', '002220-2-3', '222222-2-2', '300000-3-1', '222002-1-0', '033030-0-0', '110000-1-2', '001101-1-1', '002202-3-0', '101101-3-0', '101110-2-2', '020202-1-3', '030300-3-0', '020200-2-3', '222220-2-0', '101001-3-0', '002022-3-1', '002020-3-0', '202000-3-3', '220000-3-3', '003333-1-0', '000111-0-0', '333033-2-0', '020200-2-0', '020000-1-3', '330303-2-0', '110101-3-3', '200000-1-3', '110001-2-3', '220202-1-1', '003033-1-1', '202222-2-0', '330300-2-0', '010011-1-0', '030000-3-3', '222002-0-0', '330033-1-1', '330330-1-3', '303033-0-0', '003333-2-0', '020222-2-2', '033030-3-1', '333033-3-3', '110101-2-0', '001000-3-0', '300000-2-0', '003303-1-2', '300030-2-0', '002200-3-2', '333330-2-0', '020222-3-0', '030033-3-0', '330003-3-1', '303000-3-1', '020002-2-3', '303330-3-0', '110101-1-0', '333033-1-3', '001111-1-0', '010111-1-2', '100100-3-3', '000100-2-1', '303333-1-0', '220020-1-2', '100111-1-0', '200000-1-0', '003300-3-0', '330330-3-0', '002000-2-1', '100000-2-1', '000010-3-1', '110110-3-1', '033333-2-1', '000222-2-3', '330300-1-2', '300303-0-0', '111000-1-0', '002220-1-0', '020022-1-0', '020220-2-1', '101101-3-0', '011000-2-2', '010010-1-0', '330003-3-2', '022222-3-3', '202200-3-2', '003303-2-2', '330033-3-3', '222022-1-3', '222220-0-0', '220220-0-0', '100001-1-1', '202202-1-0', '100010-3-0', '202020-2-3', '001100-3-3', '022002-3-1', '202222-1-2', '101101-0-0', '030300-3-0', '330333-2-3', '100111-1-2', '033030-3-0', '001101-3-0', '003333-3-3', '202022-3-0', '003000-3-3', '000333-2-3', '000020-0-0', '222020-1-0', '011100-2-3', '333330-1-2', '222002-1-2', '030333-2-2', '010000-3-2', '300300-1-0', '001100-0-0', '020222-3-0', '110000-2-0', '100100-2-1', '011011-2-2', '200020-1-0', '303330-1-1', '110111-0-0', '002022-2-1', '003330-1-3', '110001-1-2', '100010-1-0', '220220-3-1', '010111-0-0', '300000-2-2', '010100-1-0', '033003-2-0', '022000-2-0', '300003-3-3', '000222-2-2', '022202-3-1', '022200-2-0', '010000-2-1', '001110-2-1', '033030-3-3', '110100-2-2', '333003-2-3', '333030-2-3', '010011-1-0', '200000-1-2', '003000-1-2', '033000-1-1', '220002-0-0', '002002-1-0', '100101-1-0', '111001-1-0', '011111-1-0', '202020-3-3', '111111-1-3', '111100-3-0', '303003-3-0', '030333-1-1', '101000-1-2', '200002-2-0', '300300-1-1', '202002-2-3', '333303-0-0', '333303-2-2', '010110-2-0', '333300-3-2', '202000-2-1', '030033-1-2', '003300-2-0', '111010-1-1', '033333-3-3', '200200-2-1', '222020-0-0', '300000-1-2', '010111-2-1', '333330-3-1', '030330-3-1', '300000-2-2', '030030-1-0', '033003-3-1', '222002-2-0', '303000-2-1', '030303-0-0', '030000-3-2', '003333-1-0', '011101-1-0', '000033-2-0', '002220-2-0', '020222-2-0', '300303-1-3', '000300-1-0', '020220-2-0', '111110-3-0', '222020-2-2', '303330-2-1', '101100-1-3', '003303-1-0', '303030-3-2', '002000-2-2', '222002-3-0', '000030-2-0', '101010-3-0', '022200-1-1', '001101-3-0', '002020-2-3', '110011-2-3', '000000-3-3', '000022-2-1', '100000-1-1', '011011-3-2', '300300-2-1', '111110-2-1', '330030-3-0', '011011-0-0', '303333-1-3', '010111-0-0', '200202-3-2', '001000-1-0', '101111-3-3', '330333-1-0', '202002-1-1', '100101-2-2', '330003-1-0', '101101-1-0', '110010-3-3', '022220-3-3', '020020-1-0'] + --- Getting data from folder /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89 --- Maximum input size = -1 --- X format manipulated by the model = base_Y - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary_first_results_samsung_interrupted.csv - --- Converting [0.0, 3.0, 0.0, 3.0, 1.0, 0.0, 1.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0] - --- Converting [0.0, 0.0, 3.0, 3.0, 3.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0] - --- Converting [0.0, 3.0, 0.0, 3.0, 0.0, 1.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0] - --- Converting [2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0] - --- Converting [3.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0] - --- Converting [0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0] - --- Converting [0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0] - --- Converting [1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0] - --- Converting [0.0, 0.0, 2.0, 0.0, 0.0, 2.0, 0.0, 2.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 0, 1, 0, 1.0, 0, 1, 0, 1] - --- Converting [0.0, 0.0, 1.0, 0.0, 3.0, 3.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0] - --- Converting [0.0, 0.0, 1.0, 1.0, 0.0, 1.0, 1.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1] - --- Converting [3.0, 3.0, 0.0, 3.0, 0.0, 0.0, 0.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1] - --- Converting [0.0, 0.0, 2.0, 2.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0] - --- Converting [0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0] - --- Converting [3.0, 3.0, 0.0, 3.0, 1.0, 0.0, 1.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0] - --- Converting [0.0, 0.0, 0.0, 3.0, 1.0, 0.0, 0.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1] - --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0, 0, 0, 0, 0, 0, 0, 0, 0, 0] - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary_key_experiements_first_part.csv - --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0, 0, 0, 0, 0, 0, 0, 0, 0, 0] - --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0] - --- Converting [3.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0] - --- Converting [3.0, 3.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0] - --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 1, 1, 1, 0, 0, 0, 0, 0] - --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 1, 1, 1, 2.0, 1, 0, 0, 0] - --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0] - --- Converting [0.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0] - --- Converting [0.0, 0.0, 0.0, 0.0, 3.0, 3.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0] - --- Converting [0.0, 0.0, 0.0, 0.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0] - --- Converting [3.0, 3.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0] - --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0] - --- Converting [3.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0] - --- Converting [3.0, 0.0, 0.0, 0.0, 3.0, 3.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0] - --- Converting [3.0, 0.0, 0.0, 0.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0] + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_fifth_experiments_02Aug22_05_37_44_with_configuration_really_tested.csv + --- Converting [1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 3.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 0.0, 3.0, 0.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 3.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 3.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 2.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0] + --- Converting [0.0, 0.0, 3.0, 3.0, 3.0, 0.0, 3.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 0.0, 2.0, 3.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 0, 1, 3.0, 2.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 0.0, 0.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 0.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0] + --- Converting [0.0, 3.0, 0.0, 3.0, 3.0, 3.0, 2.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 0.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0] + --- Converting [0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 3.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0] + --- Converting [1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 3.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 0.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 3.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 3.0, 3.0, 3.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 3.0, 3.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 2.0, 2.0, 0.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0] + --- Converting [0.0, 3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0] + --- Converting [1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0] + --- Converting [0.0, 2.0, 2.0, 0.0, 2.0, 2.0, 1.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0] + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_first_results_with_configuration_really_tested.csv + --- Converting [0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0] + --- Converting [2.0, 2.0, 0.0, 0.0, 2.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 3.0, 0.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0] + --- Converting [0.0, 3.0, 0.0, 3.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 2.0, 0.0, 3.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 2.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 0.0, 0.0, 0.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0] + --- Converting [2.0, 0.0, 0.0, 2.0, 2.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 0.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 1.0, 3.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 3.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 0.0, 0.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 3.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0] + --- Converting [0.0, 0.0, 3.0, 3.0, 3.0, 3.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 2.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0] + --- Converting [2.0, 2.0, 0.0, 0.0, 2.0, 0.0, 0.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 3.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0] + --- Converting [1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 3.0, 2.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 3.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0] + --- Converting [3.0, 0.0, 3.0, 0.0, 3.0, 3.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 3.0, 0.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0] + --- Converting [1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0] + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_fourth_experiments__31Jul22_22_49_44_with_configuration_really_tested.csv + --- Converting [1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 3.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 3.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] + --- Converting [0.0, 0.0, 3.0, 3.0, 3.0, 3.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0] + --- Converting [0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0] + --- Converting [2.0, 0.0, 2.0, 0.0, 2.0, 2.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 3.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 0.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 0, 3.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 3.0, 0.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 3.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 3.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 1.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] + --- Converting [0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 3.0, 0.0, 0.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0] + --- Converting [0.0, 3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0] + --- Converting [0.0, 1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 3.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0] + --- Converting [0.0, 0.0, 2.0, 2.0, 0.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0] + --- Converting [0.0, 1.0, 1.0, 1.0, 1.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0] + --- Converting [2.0, 0.0, 0.0, 2.0, 0.0, 2.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0] + --- Converting [0.0, 3.0, 0.0, 0.0, 3.0, 3.0, 0.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 3.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0] + --- Converting [1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0] + --- Converting [0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 0, 0, 1, 0, 0, 2.0, 3.0] + --- Converting [0.0, 1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 2.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 3.0, 3.0, 0.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 0.0, 0.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0] + --- Converting [0.0, 3.0, 3.0, 3.0, 3.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0] + --- Converting [3.0, 0.0, 3.0, 0.0, 3.0, 3.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 0, 1, 1, 2.0, 2.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] + --- Converting [2.0, 0.0, 2.0, 0.0, 2.0, 2.0, 3.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 0.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 3.0, 2.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 3.0, 0.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 3.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 0.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0] + --- Converting [2.0, 2.0, 0.0, 0.0, 2.0, 0.0, 0.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0] + --- Converting [0.0, 3.0, 3.0, 3.0, 3.0, 0.0, 3.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 0.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 0.0, 2.0, 1.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 3.0, 3.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 0.0, 2.0, 0.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 3.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0] + --- Converting [0.0, 0.0, 3.0, 3.0, 3.0, 3.0, 2.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0] + --- Converting [0.0, 3.0, 3.0, 3.0, 3.0, 3.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0] + --- Converting [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 0.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 3.0, 2.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 3.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 2.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 3.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 0.0, 2.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 0, 1, 1.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 0.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0] + --- Converting [0.0, 3.0, 3.0, 3.0, 0.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 3.0, 3.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 3.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0] + --- Converting [0.0, 0.0, 2.0, 2.0, 0.0, 2.0, 3.0, 1.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0] + --- Converting [2.0, 2.0, 0.0, 0.0, 2.0, 2.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 0.0, 0.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 0, 0.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 0.0, 2.0, 0.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0] + --- Converting [0.0, 3.0, 0.0, 3.0, 3.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 3.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0] + --- Converting [0.0, 3.0, 0.0, 3.0, 3.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 0.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 0.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 1.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] + --- Converting [1.0, 0.0, 1.0, 0.0, 1.0, 1.0, 3.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 3.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 1, 2.0, 2.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 0.0, 3.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 3.0, 0.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0] + --- Converting [0.0, 3.0, 0.0, 0.0, 3.0, 3.0, 2.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0] + --- Converting [1.0, 0.0, 1.0, 0.0, 1.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 3.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0] + --- Converting [0.0, 0.0, 1.0, 1.0, 0.0, 1.0, 2.0, 2.0] in base Y array notation + --- Result = [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 1.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 1, 0, 0.0, 3.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 3.0, 3.0, 2.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 2.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 3.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 1.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 1.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 2.0, 2.0, 2.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] + --- Converting [0.0, 3.0, 3.0, 3.0, 3.0, 3.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 0, 0, 1.0, 3.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0] + --- Converting [1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 3.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 1, 1, 1, 3.0, 1.0] + --- Converting [0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 3.0, 3.0, 2.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 0.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 1, 2.0, 0.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 2.0, 2.0, 3.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0] + --- Converting [0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 0.0, 1.0, 2.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0] + --- Converting [0.0, 2.0, 0.0, 2.0, 2.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0] + --- Converting [3.0, 0.0, 0.0, 3.0, 3.0, 3.0, 3.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0] + --- Converting [0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 3.0, 0.0, 0.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] + --- Converting [1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 3.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 3.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 0.0, 2.0, 0.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 0.0, 3.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 2.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 3.0, 0.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0] + --- Converting [1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 3.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 0.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0] + --- Converting [1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0] + --- Converting [1.0, 0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0] + --- Converting [0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 2.0, 2.0] in base Y array notation + --- Result = [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0] + --- Converting [0.0, 1.0, 1.0, 1.0, 1.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 3.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 0.0, 3.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 0.0, 3.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 0, 3.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 0.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 0, 1, 0.0, 1.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 3.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] + --- Converting [1.0, 0.0, 1.0, 0.0, 1.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 0, 1, 0, 2.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 0.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 0, 1, 2.0, 3.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 1.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 3.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0] + --- Converting [0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 3.0, 2.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 1, 1, 1, 3.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 3.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 3.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 1.0, 1.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 1, 1, 1.0, 1.0] + --- Converting [1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 0, 0, 1, 3.0, 0.0] + --- Converting [0.0, 3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0] + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_google_pixel_varying_frequency_with_configuration_really_tested.csv --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0, 0, 0, 0, 0, 0, 0, 0, 0, 0] + --- Result = [0, 0, 0, 0, 0, 0, 0, 0.0, 0.0] --- Converting [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0] + --- Result = [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0] --- Converting [2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0] + --- Result = [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0] --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0] - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary_key_experiement_second_part.csv + --- Result = [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0] --- Converting [1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0] + --- Result = [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0] --- Converting [2.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0] + --- Result = [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0] --- Converting [1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0] + --- Result = [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0] --- Converting [2.0, 2.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0] - --- Converting [3.0, 3.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0] - --- Converting [3.0, 3.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0] - --- Converting [1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0] - --- Converting [2.0, 2.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0] - --- Converting [3.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0] - --- Converting [3.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0] - --- Converting [1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0] - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary_seventh_experiments_interrupted.csv - --- Converting [1.0, 0.0, 0.0, 1.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0] - --- Converting [0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0] - --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 2.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 0, 0, 0, 1.0, 0, 1, 0, 1] - --- Converting [0.0, 0.0, 0.0, 1.0, 2.0, 0.0, 0.0, 2.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 0, 0, 1, 1.0, 1, 0, 0, 1] + --- Result = [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0] + --- Converting [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0] + --- Converting [2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 0, 0, 3.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 3.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 0.0, 3.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 3.0, 1.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 2.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 3.0, 2.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 3.0, 3.0] + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_google_pixel_varying_number_of_threads_with_configuration_really_tested.csv + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 0.0, 0.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0] --- Converting [3.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0] - --- Converting [1.0, 1.0, 0.0, 1.0, 0.0, 2.0, 0.0, 2.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 1, 0, 1, 1.0, 0, 1, 0, 1] - --- Converting [0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0] - --- Converting [1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 2.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1] - --- Converting [2.0, 0.0, 0.0, 2.0, 0.0, 1.0, 0.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1] - --- Converting [0.0, 3.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0] - --- Converting [0.0, 1.0, 0.0, 1.0, 2.0, 2.0, 2.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0] - --- Converting [0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0] - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary__07Oct22_interrupted_by_windows_update.csv - --- Converting [3.0, 3.0, 3.0, 0.0, 1.0, 1.0, 1.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1] - --- Converting [0.0, 3.0, 3.0, 0.0, 0.0, 1.0, 1.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1] - --- Converting [0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0, 0, 0, 0, 0, 0.0, 1, 0, 1, 0] - --- Converting [0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0] - --- Converting [0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0] - --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0] - --- Converting [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0] - --- Converting [0.0, 0.0, 1.0, 0.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0] - --- Converting [0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 2.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1] - --- Converting [3.0, 0.0, 3.0, 0.0, 1.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0] - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary___06Sep22_09_42_02.csv - --- Converting [2.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0] - --- Converting [3.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0] - --- Converting [3.0, 0.0, 0.0, 0.0, 2.0, 2.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0] - --- Converting [1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0] - --- Converting [2.0, 0.0, 0.0, 0.0, 2.0, 2.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0] - --- Converting [3.0, 0.0, 0.0, 0.0, 3.0, 3.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0] - --- Converting [0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0] - --- Converting [0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0] - --- Converting [0.0, 0.0, 0.0, 0.0, 2.0, 2.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0] - --- Converting [1.0, 0.0, 0.0, 1.0, 2.0, 2.0, 2.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0] - --- Converting [0.0, 2.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0] - --- Converting [2.0, 0.0, 0.0, 2.0, 0.0, 1.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0] - --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1] - --- Converting [0.0, 1.0, 0.0, 1.0, 0.0, 2.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0] - --- Converting [3.0, 3.0, 3.0, 0.0, 2.0, 2.0, 2.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0] - --- Converting [2.0, 0.0, 0.0, 2.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0] - --- Converting [0.0, 0.0, 0.0, 1.0, 0.0, 2.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0] - --- Converting [0.0, 2.0, 2.0, 0.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0] - --- Converting [0.0, 3.0, 0.0, 3.0, 1.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0] - --- Converting [0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0] - --- Converting [0.0, 0.0, 3.0, 0.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0] - --- Converting [2.0, 0.0, 0.0, 2.0, 1.0, 0.0, 0.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1] - --- Converting [0.0, 1.0, 0.0, 1.0, 2.0, 0.0, 2.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0] - --- Converting [0.0, 2.0, 0.0, 2.0, 1.0, 0.0, 0.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1] - --- Converting [3.0, 0.0, 0.0, 3.0, 1.0, 1.0, 0.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 0, 0, 1, 0.0, 1, 1, 0, 1] - --- Converting [0.0, 2.0, 2.0, 0.0, 1.0, 0.0, 0.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1] - --- Converting [3.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 2.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1] - --- Converting [1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1] - --- Converting [2.0, 2.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0] - --- Converting [2.0, 0.0, 2.0, 0.0, 0.0, 0.0, 2.0, 2.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 0, 1, 0, 1.0, 0, 0, 1, 1] - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary___07Sep22_11_04_29.csv - --- Converting [0.0, 0.0, 1.0, 1.0, 2.0, 2.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0] - --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0] - --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0] - --- Converting [0.0, 0.0, 3.0, 3.0, 2.0, 2.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0] - --- Converting [0.0, 1.0, 0.0, 1.0, 0.0, 3.0, 3.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0] - --- Converting [0.0, 1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0] - --- Converting [1.0, 1.0, 0.0, 1.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0] - --- Converting [0.0, 3.0, 3.0, 3.0, 0.0, 0.0, 1.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1] - --- Converting [1.0, 0.0, 1.0, 1.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0] - --- Converting [1.0, 0.0, 1.0, 1.0, 3.0, 0.0, 3.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0] - --- Converting [0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1] - --- Converting [0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0] - --- Converting [0.0, 0.0, 1.0, 1.0, 3.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0] - --- Converting [0.0, 0.0, 2.0, 0.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0] - --- Converting [3.0, 3.0, 0.0, 3.0, 1.0, 0.0, 1.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 1] - --- Converting [3.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0] - --- Converting [0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1] - --- Converting [3.0, 3.0, 3.0, 0.0, 2.0, 2.0, 0.0, 2.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 1, 1, 0, 1.0, 1, 1, 0, 1] - --- Converting [1.0, 0.0, 1.0, 1.0, 2.0, 2.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0] - --- Converting [0.0, 2.0, 2.0, 2.0, 0.0, 3.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0] - --- Converting [0.0, 0.0, 1.0, 1.0, 2.0, 0.0, 2.0, 2.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 0, 1, 1, 1.0, 1, 0, 1, 1] - --- Converting [3.0, 0.0, 0.0, 3.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0] - --- Converting [0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0] - --- Converting [0.0, 2.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0] - --- Converting [2.0, 2.0, 2.0, 0.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0] - --- Converting [0.0, 0.0, 2.0, 0.0, 2.0, 2.0, 2.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0] - --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 2.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0] - --- Converting [0.0, 0.0, 0.0, 2.0, 3.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0] - --- Converting [2.0, 0.0, 2.0, 0.0, 3.0, 0.0, 3.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0] - --- Converting [1.0, 0.0, 0.0, 1.0, 2.0, 0.0, 0.0, 2.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 1] - --- Converting [0.0, 3.0, 3.0, 3.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0] - --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0] - --- Converting [0.0, 0.0, 2.0, 0.0, 1.0, 1.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0] - --- Converting [1.0, 1.0, 1.0, 0.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0] - --- Converting [0.0, 1.0, 1.0, 1.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0] - --- Converting [0.0, 0.0, 3.0, 3.0, 0.0, 2.0, 2.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0] - --- Converting [2.0, 0.0, 2.0, 2.0, 1.0, 0.0, 0.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1] - --- Converting [0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1] - --- Converting [3.0, 0.0, 3.0, 3.0, 1.0, 0.0, 1.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0] - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary___08Sep22_11_21_57.csv - --- Converting [1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1] - --- Converting [0.0, 1.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0] - --- Converting [2.0, 0.0, 2.0, 0.0, 1.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0] - --- Converting [0.0, 2.0, 0.0, 2.0, 0.0, 2.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0] - --- Converting [0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0] - --- Converting [0.0, 2.0, 0.0, 0.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0] - --- Converting [3.0, 3.0, 3.0, 3.0, 1.0, 1.0, 0.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 1, 1, 1, 0.0, 1, 1, 0, 1] + --- Result = [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0] --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 1, 1, 1, 2.0, 1, 0, 0, 0] - --- Converting [2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 2.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 0, 0, 0, 1.0, 0, 0, 1, 1] - --- Converting [1.0, 0.0, 1.0, 0.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0] - --- Converting [3.0, 0.0, 3.0, 0.0, 2.0, 0.0, 0.0, 2.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 1] - --- Converting [0.0, 0.0, 3.0, 3.0, 0.0, 0.0, 1.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1] - --- Converting [3.0, 0.0, 3.0, 0.0, 1.0, 0.0, 0.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1] - --- Converting [0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1] - --- Converting [2.0, 2.0, 2.0, 0.0, 0.0, 3.0, 3.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0] - --- Converting [2.0, 0.0, 0.0, 2.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0] + --- Result = [2.0, 1, 1, 1, 1, 1, 0, 0.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 3.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 3.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 3.0, 3.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 0, 0, 3.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 0, 0, 3.0, 0.0] --- Converting [3.0, 3.0, 3.0, 0.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0] - --- Converting [0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0] - --- Converting [2.0, 0.0, 2.0, 2.0, 0.0, 3.0, 3.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0] - --- Converting [0.0, 0.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1] - --- Converting [2.0, 2.0, 2.0, 0.0, 0.0, 3.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0] - --- Converting [3.0, 3.0, 3.0, 0.0, 0.0, 1.0, 0.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1] - --- Converting [0.0, 0.0, 0.0, 1.0, 0.0, 2.0, 2.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0] + --- Result = [2.0, 1, 1, 1, 0, 0, 0, 3.0, 0.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 0, 0, 3.0, 3.0] + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_second_results_with_configuration_really_tested.csv + --- Converting [3.0, 3.0, 0.0, 3.0, 0.0, 3.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 0, 1, 2.0, 2.0] + --- Converting [1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0] + --- Converting [3.0, 0.0, 3.0, 0.0, 3.0, 3.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0] + --- Converting [0.0, 0.0, 2.0, 2.0, 2.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 2.0, 2.0, 3.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0] + --- Converting [0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 2.0] in base Y array notation + --- Result = [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0] + --- Converting [0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 3.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 0.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 1.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] + --- Converting [0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 3.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 0.0, 0.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0] + --- Converting [0.0, 3.0, 0.0, 3.0, 3.0, 3.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0] + --- Converting [0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0] + --- Converting [0.0, 3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0] + --- Converting [2.0, 2.0, 0.0, 0.0, 0.0, 2.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 3.0, 3.0, 0.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 3.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] + --- Converting [2.0, 2.0, 0.0, 0.0, 2.0, 2.0, 3.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 0.0, 3.0, 1.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0] + --- Converting [0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 2.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 0.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 0, 0.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_third_result_cleaned_with_configuration_really_tested.csv + --- Converting [3.0, 0.0, 0.0, 3.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 3.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 0.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 3.0, 3.0, 1.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 3.0, 2.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] + --- Converting [1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] + --- Converting [0.0, 1.0, 0.0, 1.0, 0.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0, 2.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 1, 1, 1, 2.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 3.0, 3.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 0.0, 2.0, 3.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 3.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0] + --- Converting [0.0, 0.0, 0.0, 2.0, 2.0, 2.0, 0.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 0.0, 0.0, 1.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 0.0, 0.0, 1.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 3.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 0.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0] + --- Converting [3.0, 0.0, 0.0, 3.0, 3.0, 3.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0] + --- Converting [2.0, 2.0, 0.0, 0.0, 2.0, 2.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 3.0, 3.0, 3.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 0.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 3.0, 3.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 3.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 3.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0] + --- Converting [2.0, 2.0, 0.0, 0.0, 0.0, 2.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 3.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 0.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 3.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0] + --- Converting [2.0, 0.0, 0.0, 2.0, 2.0, 2.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0] + --- Converting [0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 3.0, 3.0] in base Y array notation + --- Result = [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0] + --- Converting [0.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 1.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0] + --- Converting [1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 1, 1, 2.0, 3.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 3.0, 3.0, 0.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0] + --- Converting [3.0, 0.0, 0.0, 3.0, 3.0, 3.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0] + --- Converting [0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 1, 2.0, 0.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 1.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 1.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0] + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_to_verify_strange_results.csv + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 3.0, 2.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 1.0, 2.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 3.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 1, 1, 3.0, 2.0] + --- Converting [0.0, 2.0, 2.0, 0.0, 0.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0] + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_twelfth_before_meeting.csv + --- Converting [0.0, 0.0, 2.0, 2.0, 2.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 1, 1, 0, 3.0, 3.0] + --- Converting [3.0, 0.0, 0.0, 3.0, 3.0, 3.0, 3.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0] + --- Converting [3.0, 0.0, 3.0, 0.0, 0.0, 0.0, 1.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 0, 0, 0, 1.0, 3.0] + --- Converting [1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 3.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 0.0, 1.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 3.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] + --- Converting [0.0, 0.0, 2.0, 0.0, 2.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 0.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0] + --- Converting [0.0, 0.0, 3.0, 0.0, 0.0, 3.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 2.0, 2.0, 3.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0] + --- Converting [0.0, 3.0, 3.0, 3.0, 0.0, 3.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0] + --- Converting [0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0] --- Converting [1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0] - --- Converting [1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1] - --- Converting [0.0, 2.0, 2.0, 0.0, 2.0, 0.0, 2.0, 2.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 1, 1, 0, 1.0, 1, 0, 1, 1] - --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1] - --- Converting [1.0, 1.0, 1.0, 1.0, 2.0, 0.0, 0.0, 2.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 1, 1, 1, 1.0, 1, 0, 0, 1] - --- Converting [2.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1] - --- Converting [2.0, 0.0, 2.0, 0.0, 0.0, 2.0, 2.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0] - --- Converting [2.0, 0.0, 2.0, 0.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0] - --- Converting [1.0, 1.0, 1.0, 1.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0] - --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0] - --- Converting [0.0, 3.0, 0.0, 3.0, 0.0, 1.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0] - --- Converting [0.0, 1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0] - --- Converting [2.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 1, 0, 0, 1.0, 0, 0, 0, 1] - --- Converting [2.0, 2.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0] - --- Converting [3.0, 3.0, 3.0, 3.0, 1.0, 1.0, 1.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 1, 1, 1, 0.0, 1, 1, 1, 1] - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary___13Sep22_11_30_53.csv - --- Converting [0.0, 2.0, 2.0, 2.0, 1.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0] - --- Converting [2.0, 2.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0] - --- Converting [0.0, 3.0, 3.0, 0.0, 0.0, 3.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0] - --- Converting [0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0] - --- Converting [3.0, 0.0, 3.0, 0.0, 0.0, 1.0, 1.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0] - --- Converting [1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1] - --- Converting [3.0, 3.0, 0.0, 3.0, 0.0, 1.0, 1.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1] - --- Converting [3.0, 0.0, 0.0, 3.0, 0.0, 2.0, 2.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0] - --- Converting [1.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 2.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 0, 0, 0, 1.0, 0, 1, 0, 1] - --- Converting [1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0] - --- Converting [0.0, 0.0, 3.0, 0.0, 2.0, 2.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0] - --- Converting [0.0, 2.0, 0.0, 2.0, 0.0, 0.0, 0.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1] - --- Converting [0.0, 3.0, 3.0, 3.0, 0.0, 0.0, 0.0, 2.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 0, 1, 1, 1, 1.0, 0, 0, 0, 1] - --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 0.0, 0.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1] - --- Converting [1.0, 0.0, 0.0, 0.0, 2.0, 2.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0] - --- Converting [1.0, 1.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0] - --- Converting [0.0, 0.0, 2.0, 0.0, 1.0, 1.0, 1.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1] - --- Converting [3.0, 0.0, 3.0, 0.0, 1.0, 1.0, 0.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1] - --- Converting [0.0, 0.0, 0.0, 2.0, 0.0, 1.0, 1.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1] - --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 3.0, 3.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0] - --- Converting [0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1] - --- Converting [1.0, 0.0, 1.0, 1.0, 3.0, 0.0, 3.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0] - --- Converting [3.0, 0.0, 3.0, 3.0, 0.0, 1.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0] - --- Converting [3.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0] - --- Converting [0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1] - --- Converting [0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0] - --- Converting [1.0, 1.0, 1.0, 1.0, 3.0, 3.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0] - --- Converting [0.0, 0.0, 1.0, 0.0, 0.0, 2.0, 2.0, 2.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 0, 1, 0, 1.0, 0, 1, 1, 1] - --- Converting [0.0, 0.0, 0.0, 2.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0] - --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0] - --- Converting [1.0, 0.0, 1.0, 1.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0] - --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1] - --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1] - --- Converting [0.0, 0.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1] - --- Converting [0.0, 2.0, 2.0, 0.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0] - --- Converting [0.0, 3.0, 0.0, 3.0, 1.0, 0.0, 0.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1] - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary___14Sep22_12_20_26.csv - --- Converting [0.0, 0.0, 2.0, 2.0, 3.0, 3.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0] - --- Converting [0.0, 0.0, 0.0, 2.0, 1.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0] - --- Converting [0.0, 2.0, 2.0, 2.0, 3.0, 3.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0] - --- Converting [3.0, 0.0, 3.0, 0.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0] - --- Converting [1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0] - --- Converting [1.0, 1.0, 0.0, 0.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0] - --- Converting [1.0, 0.0, 0.0, 1.0, 3.0, 0.0, 3.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0] + --- Result = [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0] + --- Converting [1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0] + --- Converting [0.0, 0.0, 2.0, 0.0, 2.0, 2.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0] + --- Converting [0.0, 0.0, 3.0, 0.0, 3.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 0, 1, 0, 1.0, 1.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 0.0, 3.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0] + --- Converting [0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 1, 1, 1, 1.0, 1.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0] --- Converting [0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1] - --- Converting [0.0, 3.0, 3.0, 0.0, 0.0, 0.0, 0.0, 2.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1] + --- Result = [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0] + --- Converting [0.0, 3.0, 0.0, 3.0, 0.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0] + --- Converting [0.0, 3.0, 3.0, 3.0, 3.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0] + --- Converting [0.0, 1.0, 1.0, 0.0, 1.0, 1.0, 3.0, 2.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0] + --- Converting [0.0, 2.0, 0.0, 2.0, 0.0, 2.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0] + --- Converting [1.0, 0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0] + --- Converting [2.0, 0.0, 0.0, 0.0, 2.0, 2.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0] + --- Converting [0.0, 2.0, 0.0, 2.0, 0.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0] + --- Converting [0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0] + --- Converting [2.0, 0.0, 2.0, 0.0, 0.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0] + --- Converting [2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0] + --- Converting [0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 3.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 3.0, 3.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0] + --- Converting [2.0, 2.0, 0.0, 0.0, 2.0, 2.0, 3.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0] + --- Converting [0.0, 0.0, 3.0, 0.0, 3.0, 3.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 0.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 3.0, 3.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0] + --- Converting [1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 3.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0] + --- Converting [0.0, 0.0, 2.0, 2.0, 0.0, 0.0, 1.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0] + --- Converting [0.0, 1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 3.0, 3.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0] + --- Converting [0.0, 0.0, 3.0, 3.0, 0.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0] + --- Converting [2.0, 0.0, 0.0, 2.0, 2.0, 2.0, 1.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 3.0, 0.0, 3.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0] + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___03Aug22_05_34_39_with_configuration_really_tested.csv + --- Converting [2.0, 2.0, 0.0, 2.0, 2.0, 2.0, 3.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0] + --- Converting [3.0, 0.0, 3.0, 0.0, 0.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 3.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 1, 0, 2.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 1.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 1, 2.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0] + --- Converting [1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 1.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 2.0, 2.0, 0.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 3.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 0.0, 3.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 0, 1, 3.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 2.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 1.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 3.0, 1.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 3.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] + --- Converting [2.0, 0.0, 0.0, 2.0, 2.0, 2.0, 1.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 1, 1, 1, 1.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 1.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 2.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0] + --- Converting [0.0, 3.0, 3.0, 3.0, 3.0, 3.0, 1.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 1, 1, 1, 1.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 3.0, 1.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0] + --- Converting [2.0, 0.0, 0.0, 2.0, 2.0, 2.0, 3.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 0, 0, 0, 1, 1, 3.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 0, 1, 1.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] + --- Converting [0.0, 2.0, 2.0, 0.0, 2.0, 2.0, 3.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 0, 1, 1, 3.0, 3.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0] + --- Converting [0.0, 3.0, 0.0, 3.0, 0.0, 3.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 1, 0, 1, 1.0, 2.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 1, 1, 2.0, 3.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 0, 1, 3.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 2.0, 0.0, 2.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 0, 0, 1, 0, 1, 2.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 0.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0] + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___09Aug22_08_43_01.csv + --- Converting [2.0, 2.0, 0.0, 2.0, 0.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 0, 0, 2.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 0, 0, 3.0, 0.0] + --- Converting [0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 0, 0, 0, 1.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 0.0, 3.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 0, 1, 1.0, 2.0] --- Converting [1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0] - --- Converting [1.0, 1.0, 1.0, 0.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0] - --- Converting [0.0, 0.0, 1.0, 1.0, 0.0, 2.0, 2.0, 2.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 1] - --- Converting [1.0, 1.0, 0.0, 0.0, 0.0, 2.0, 2.0, 2.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 1, 0, 0, 1.0, 0, 1, 1, 1] - --- Converting [1.0, 0.0, 0.0, 1.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0] - --- Converting [0.0, 2.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 1, 0, 0, 0.0, 1, 1, 1, 0] - --- Converting [3.0, 3.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 1, 0, 0, 0.0, 0, 1, 0, 1] - --- Converting [0.0, 3.0, 3.0, 3.0, 3.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 0, 1, 1, 1, 2.0, 1, 0, 0, 0] - --- Converting [3.0, 3.0, 3.0, 3.0, 1.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 1, 1, 1, 0.0, 1, 0, 0, 0] - --- Converting [2.0, 0.0, 2.0, 0.0, 1.0, 1.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 0] - --- Converting [0.0, 3.0, 0.0, 3.0, 1.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0] - --- Converting [2.0, 0.0, 0.0, 2.0, 0.0, 2.0, 2.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0] - --- Converting [0.0, 1.0, 1.0, 0.0, 0.0, 3.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0] - --- Converting [3.0, 3.0, 3.0, 0.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 1, 1, 0, 1.0, 1, 0, 0, 0] - --- Converting [0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 0, 0, 0, 1, 2.0, 0, 0, 1, 0] - --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0] - --- Converting [3.0, 0.0, 0.0, 3.0, 0.0, 1.0, 1.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 0, 0, 1, 0.0, 0, 1, 1, 0] - --- Converting [2.0, 2.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0] - --- Converting [0.0, 2.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 1, 0, 0, 0.0, 1, 0, 0, 0] - --- Converting [1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 1, 0, 1, 0.0, 1, 1, 1, 0] - --- Converting [2.0, 0.0, 0.0, 2.0, 1.0, 1.0, 1.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 0, 0, 1, 0.0, 1, 1, 1, 1] - --- Converting [2.0, 2.0, 0.0, 0.0, 3.0, 3.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 1, 1, 0, 0, 2.0, 1, 1, 0, 0] - --- Converting [0.0, 0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 0, 1, 1, 1.0, 1, 1, 1, 0] - --- Converting [0.0, 1.0, 0.0, 1.0, 0.0, 2.0, 2.0, 2.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 0, 1, 0, 1, 1.0, 0, 1, 1, 1] - --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 2.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 0, 1, 1, 1.0, 0, 0, 0, 1] - --- Converting [0.0, 3.0, 3.0, 0.0, 1.0, 0.0, 1.0, 1.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 0, 1, 1, 0, 0.0, 1, 0, 1, 1] - --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0.0, 1, 1, 1, 0, 0.0, 1, 0, 0, 0] - --- Converting [3.0, 3.0, 0.0, 0.0, 2.0, 2.0, 0.0, 2.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 1, 0, 0, 1.0, 1, 1, 0, 1] - --- Converting [3.0, 0.0, 3.0, 0.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [2.0, 1, 0, 1, 0, 0.0, 0, 0, 1, 0] + --- Result = [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 0, 1, 2.0, 2.0] + --- Converting [2.0, 0.0, 2.0, 0.0, 0.0, 2.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 0, 0, 1, 3.0, 0.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 0.0, 3.0, 2.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 0, 1, 2.0, 1.0] + --- Converting [2.0, 0.0, 0.0, 0.0, 2.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 0, 1, 1, 2.0, 3.0] + --- Converting [0.0, 3.0, 0.0, 3.0, 0.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 1, 0, 0, 2.0, 3.0] + --- Converting [0.0, 3.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 0, 0, 1, 0.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 0, 2.0, 1.0] + --- Converting [0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 0, 1, 0, 1, 0, 1.0, 0.0] + --- Converting [2.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 0, 0, 0, 0.0, 0.0] + --- Converting [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 0, 0, 0, 3.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] + --- Converting [0.0, 0.0, 3.0, 3.0, 0.0, 3.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 1, 0, 1, 1.0, 1.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 3.0, 1.0] + --- Converting [0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 0, 0, 1, 1, 0, 1.0, 1.0] + --- Converting [2.0, 2.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 0, 0, 0, 3.0, 0.0] + --- Converting [0.0, 2.0, 2.0, 0.0, 2.0, 2.0, 1.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 2.0, 2.0, 3.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 0, 0, 0, 1, 1, 3.0, 2.0] + --- Converting [0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 0, 1, 0, 1, 0, 1.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 3.0, 3.0, 3.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0] + --- Converting [0.0, 2.0, 0.0, 2.0, 0.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 1, 0, 0, 1.0, 1.0] + --- Converting [0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 0, 1, 0, 2.0, 3.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 0, 1, 2.0, 1.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 3.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 1, 0, 3.0, 3.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 3.0, 1.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0] + --- Converting [2.0, 0.0, 2.0, 0.0, 2.0, 2.0, 3.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0] + --- Converting [0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 3.0, 2.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 0, 1, 0, 3.0, 2.0] + --- Converting [1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 2.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 0, 1, 1, 2.0, 2.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 0, 2.0, 0.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 1, 1, 2.0, 3.0] + --- Converting [1.0, 0.0, 1.0, 0.0, 1.0, 1.0, 3.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 0, 1, 1, 3.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 3.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 3.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 0, 0, 1, 3.0, 1.0] + --- Converting [0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [0.0, 0, 0, 0, 1, 1, 0, 3.0, 3.0] + --- Converting [0.0, 0.0, 2.0, 2.0, 2.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 1, 1, 0, 2.0, 3.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 0, 0, 3.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 0.0, 2.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 0, 1, 1.0, 0.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 0, 0.0, 0.0] + --- Converting [1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 0, 0, 0, 1.0, 2.0] + --- Converting [0.0, 0.0, 1.0, 1.0, 0.0, 1.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 0, 1, 1, 0, 1, 1.0, 1.0] + --- Converting [0.0, 0.0, 2.0, 2.0, 0.0, 2.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 1, 0, 1, 3.0, 0.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 0, 1, 3.0, 0.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 1, 0, 2.0, 2.0] + --- Converting [0.0, 2.0, 0.0, 2.0, 0.0, 2.0, 1.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 1, 0, 1, 1.0, 3.0] + --- Converting [0.0, 3.0, 0.0, 3.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0] + --- Converting [0.0, 2.0, 0.0, 2.0, 0.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 1, 0, 0, 2.0, 3.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] + --- Converting [1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 0, 0, 1, 3.0, 0.0] + --- Converting [0.0, 0.0, 2.0, 0.0, 2.0, 2.0, 3.0, 1.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 0, 1, 1, 3.0, 1.0] + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___10Aug22_12_36_17.csv + --- Converting [0.0, 0.0, 2.0, 0.0, 2.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 0, 1, 0, 3.0, 0.0] + --- Converting [2.0, 0.0, 2.0, 0.0, 0.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 0, 0, 0, 3.0, 3.0] + --- Converting [2.0, 2.0, 0.0, 0.0, 0.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0] + --- Converting [0.0, 0.0, 3.0, 3.0, 3.0, 3.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 1, 1, 1, 1.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 0, 0, 1, 1, 1, 0.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 3.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 1, 2.0, 0.0] + --- Converting [0.0, 2.0, 0.0, 2.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0] + --- Converting [0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 1.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 0, 0, 0, 1.0, 3.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 0.0, 3.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 0, 1, 2.0, 0.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 0.0, 1.0, 3.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 0, 1, 3.0, 3.0] + --- Converting [2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 0, 0, 0, 1.0, 3.0] + --- Converting [1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 2.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 0, 0, 1, 2.0, 3.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 0.0, 2.0, 1.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0] + --- Converting [0.0, 0.0, 3.0, 0.0, 3.0, 3.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 0, 0, 2.0, 0.0] + --- Converting [0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 0, 1, 1, 1.0, 0.0] + --- Converting [0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 0, 0, 0, 3.0, 3.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 0.0, 2.0, 0.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 0, 1, 0.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 3.0, 3.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 1, 1, 1.0, 1.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 3.0, 0.0, 1.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 1, 0, 1.0, 3.0] + --- Converting [3.0, 0.0, 3.0, 0.0, 3.0, 3.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 0, 1, 1, 0.0, 0.0] + --- Converting [0.0, 0.0, 3.0, 3.0, 3.0, 3.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 1, 1, 1, 2.0, 0.0] + --- Converting [0.0, 2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 3.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 0.0, 1.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 0, 1, 2.0, 0.0] + --- Converting [0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 0, 1, 0, 0, 0, 3.0, 0.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0] + --- Converting [0.0, 0.0, 3.0, 3.0, 0.0, 3.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 1, 0, 1, 1.0, 2.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 3.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 1, 0, 2.0, 0.0] + --- Converting [0.0, 0.0, 2.0, 2.0, 0.0, 0.0, 3.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 1, 0, 0, 3.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] + --- Converting [0.0, 2.0, 0.0, 2.0, 2.0, 2.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 1, 1, 1, 3.0, 0.0] + --- Converting [0.0, 3.0, 0.0, 0.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 0, 1, 1, 3.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 0.0, 3.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0] + --- Converting [3.0, 0.0, 3.0, 0.0, 0.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 0, 0, 0, 3.0, 1.0] + --- Converting [0.0, 2.0, 0.0, 0.0, 0.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 0, 0, 1, 2.0, 3.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 0.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 3.0, 1.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0] + --- Converting [0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 0, 1, 1, 1, 1, 1.0, 0.0] + --- Converting [0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 2.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 1, 1, 1, 1.0, 2.0] + --- Converting [1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 1, 0, 0, 3.0, 3.0] + --- Converting [0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 3.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] + --- Converting [2.0, 2.0, 0.0, 0.0, 2.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0] + --- Converting [1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0] + --- Converting [2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0] + --- Converting [0.0, 0.0, 3.0, 3.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 1, 0, 0, 3.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 3.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0] + --- Converting [0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 0, 0, 0, 2.0, 1.0] + --- Converting [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 0, 0, 0, 2.0, 1.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 0, 0, 0, 1, 0, 3.0, 1.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 1.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0] + --- Converting [0.0, 3.0, 3.0, 3.0, 3.0, 3.0, 2.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0] + --- Converting [0.0, 0.0, 0.0, 2.0, 2.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 0, 0, 1, 1, 1, 2.0, 3.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 0.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 0, 0, 1.0, 2.0] + --- Converting [3.0, 0.0, 0.0, 3.0, 0.0, 3.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 1, 0, 1, 0.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 0, 0, 1.0, 0.0] + --- Converting [0.0, 0.0, 2.0, 2.0, 2.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 1, 1, 0, 1.0, 0.0] + --- Converting [0.0, 2.0, 0.0, 0.0, 2.0, 2.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 0, 1, 1, 1.0, 0.0] + --- Converting [0.0, 2.0, 0.0, 2.0, 2.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 0, 1, 3.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 0, 0, 0, 2.0, 2.0] + --- Converting [0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 0, 1, 0, 1.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 0.0, 3.0, 3.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 0, 1, 3.0, 2.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 3.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 0.0, 0.0, 3.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 0, 0, 3.0, 2.0] + --- Converting [0.0, 0.0, 3.0, 3.0, 0.0, 3.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0] + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___12Aug22_11_07_50.csv + --- Converting [3.0, 3.0, 0.0, 0.0, 3.0, 3.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 1.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0] + --- Converting [2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 1, 1, 0, 0.0, 0.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0] + --- Converting [1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 0, 0, 1, 1.0, 1.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 0.0, 2.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 0, 1, 1.0, 0.0] + --- Converting [1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 0, 1, 0, 3.0, 0.0] + --- Converting [2.0, 0.0, 2.0, 0.0, 2.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 0, 1, 0, 2.0, 3.0] + --- Converting [0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [0.0, 0, 0, 1, 1, 0, 0, 3.0, 3.0] + --- Converting [0.0, 2.0, 2.0, 0.0, 0.0, 2.0, 3.0, 1.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 0, 0, 1, 3.0, 1.0] + --- Converting [2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 1, 1, 1, 1.0, 2.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 0, 1, 0.0, 0.0] + --- Converting [0.0, 3.0, 0.0, 3.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 3.0, 3.0, 2.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 1, 1, 2.0, 3.0] + --- Converting [1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 0, 3.0, 0.0] + --- Converting [0.0, 0.0, 1.0, 1.0, 0.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 0, 1, 1, 0, 1, 3.0, 0.0] + --- Converting [0.0, 0.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0] + --- Converting [2.0, 0.0, 2.0, 0.0, 2.0, 2.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0] + --- Converting [0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 0, 0, 0, 3.0, 3.0] + --- Converting [0.0, 0.0, 0.0, 3.0, 3.0, 3.0, 2.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 0, 0, 1, 1, 1, 2.0, 3.0] --- Converting [0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0] - --- Converting [0.0, 2.0, 2.0, 2.0, 1.0, 1.0, 1.0, 0.0] in base Y array notation ---- Processing little cores ---- Processing big cores - --- Result _ samsung = [1.0, 0, 1, 1, 1, 0.0, 1, 1, 1, 0] -*** Total Configurations formatted: [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 1, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 1, 0, 0, 1], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0, 0, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 1, 0.0, 1, 1, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 1, 0, 1.0, 0, 0, 1, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 1, 1, 1.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 1], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 1, 1, 0.0, 1, 1, 0, 1], [2.0, 1, 1, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 1], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [0.0, 1, 1, 1, 1, 1.0, 1, 0, 0, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 0, 0, 0, 1], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 1.0, 0, 1, 0, 1], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 0, 1, 1, 1, 1.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [2.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 0, 1.0, 0, 1, 1, 1], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 1], [0.0, 1, 1, 0, 0, 1.0, 0, 1, 1, 1], [0.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 1, 0.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 0, 1, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 1, 0.0, 0, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 1, 0.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 0, 0, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 1.0, 0, 0, 0, 1], [2.0, 0, 1, 1, 0, 0.0, 1, 0, 1, 1], [0.0, 1, 1, 1, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 1, 0, 1], [2.0, 1, 0, 1, 0, 0.0, 0, 0, 1, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 1, 1, 0]] + --- Result = [1.0, 0, 0, 0, 0, 1, 0, 0.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 1, 0, 0, 2.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 0.0, 2.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 0, 1, 1.0, 2.0] + --- Converting [0.0, 3.0, 0.0, 3.0, 3.0, 3.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0] + --- Converting [0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 3.0, 2.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0] + --- Converting [3.0, 0.0, 0.0, 3.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 1, 0, 0, 1.0, 0.0] + --- Converting [0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 0, 1, 1, 0, 0, 0.0, 0.0] + --- Converting [0.0, 2.0, 0.0, 2.0, 2.0, 2.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 1, 1, 1, 3.0, 0.0] + --- Converting [1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0] + --- Converting [1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 1, 0, 0, 2.0, 1.0] + --- Converting [0.0, 1.0, 1.0, 0.0, 1.0, 1.0, 2.0, 2.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 0, 1, 1, 2.0, 2.0] + --- Converting [2.0, 0.0, 0.0, 0.0, 2.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 0, 1, 0, 1.0, 0.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0] + --- Converting [0.0, 0.0, 2.0, 0.0, 2.0, 2.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 0, 1, 1, 2.0, 1.0] + --- Converting [0.0, 0.0, 3.0, 3.0, 3.0, 0.0, 1.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 1, 1, 0, 1.0, 3.0] + --- Converting [1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 0, 0, 1, 1.0, 2.0] + --- Converting [1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 0, 1, 0, 1.0, 0.0] + --- Converting [2.0, 2.0, 0.0, 2.0, 2.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0] + --- Converting [0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 1, 1, 1, 0.0, 0.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 0, 0, 2.0, 2.0] + --- Converting [0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 1, 0, 0, 1.0, 0.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 0.0, 3.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0] + --- Converting [0.0, 2.0, 2.0, 0.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 3.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 0, 1, 3.0, 3.0] + --- Converting [0.0, 0.0, 0.0, 2.0, 2.0, 2.0, 2.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 0, 0, 1, 1, 1, 2.0, 2.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 0.0, 2.0, 3.0, 1.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 0, 1, 3.0, 1.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 0, 0, 2.0, 0.0] + --- Converting [0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 0, 0, 0, 2.0, 1.0] + --- Converting [0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 0, 1, 1, 1, 0, 2.0, 1.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 3.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 1, 0, 3.0, 3.0] + --- Converting [1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 1, 0, 0, 2.0, 2.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 0.0, 3.0, 2.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 0, 1, 2.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 0.0, 3.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 0, 1, 0, 2.0, 3.0] + --- Converting [0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 0, 1, 1, 1.0, 0.0] + --- Converting [2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 0, 0, 0, 1.0, 2.0] + --- Converting [0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 0, 0, 0, 1.0, 2.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 0.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 0, 0, 1.0, 1.0] + --- Converting [2.0, 2.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 0, 0, 0, 1, 0.0, 0.0] + --- Converting [0.0, 0.0, 2.0, 0.0, 0.0, 2.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 0, 0, 1, 1.0, 0.0] + --- Converting [1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 1, 0, 1, 1.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 0, 1, 1.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0] + --- Converting [2.0, 0.0, 2.0, 0.0, 2.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 0, 1, 0, 3.0, 3.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0] + --- Converting [3.0, 0.0, 3.0, 0.0, 0.0, 3.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 0, 0, 1, 3.0, 0.0] + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___17Aug22_13_08_20.csv + --- Converting [0.0, 3.0, 0.0, 3.0, 3.0, 3.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 1, 1, 1, 1.0, 1.0] + --- Converting [1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0] + --- Converting [2.0, 0.0, 0.0, 0.0, 0.0, 2.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 0, 0, 1, 2.0, 0.0] + --- Converting [3.0, 0.0, 0.0, 3.0, 0.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0] + --- Converting [2.0, 0.0, 2.0, 0.0, 0.0, 2.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 0, 0, 1, 2.0, 3.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 3.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 3.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 0, 1, 2.0, 2.0] + --- Converting [0.0, 1.0, 0.0, 1.0, 1.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 1, 1, 0, 2.0, 0.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 0.0, 3.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 0, 0, 3.0, 2.0] + --- Converting [2.0, 0.0, 2.0, 0.0, 0.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0] + --- Converting [0.0, 3.0, 0.0, 0.0, 3.0, 3.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 0, 1, 1, 1.0, 2.0] + --- Converting [0.0, 0.0, 3.0, 3.0, 0.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 1, 0, 0, 2.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 0, 1, 0, 1.0, 1.0] + --- Converting [0.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0] + --- Converting [2.0, 0.0, 0.0, 2.0, 0.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 1, 0, 0, 2.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 0, 0.0, 0.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 0, 0, 1.0, 2.0] + --- Converting [0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 1, 1, 1, 2.0, 1.0] + --- Converting [3.0, 3.0, 3.0, 3.0, 3.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0] + --- Converting [0.0, 3.0, 0.0, 3.0, 3.0, 0.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 1, 1, 0, 3.0, 1.0] + --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 0, 0, 0, 2.0, 2.0] + --- Converting [0.0, 3.0, 0.0, 0.0, 3.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 0, 1, 0, 1.0, 0.0] + --- Converting [0.0, 3.0, 3.0, 0.0, 0.0, 3.0, 3.0, 1.0] in base Y array notation + --- Result = [2.0, 0, 1, 1, 0, 0, 1, 3.0, 1.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 0.0, 2.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 0, 1, 2.0, 0.0] + --- Converting [3.0, 0.0, 3.0, 0.0, 0.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0] + --- Converting [0.0, 3.0, 0.0, 3.0, 0.0, 3.0, 0.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 1, 0, 1, 0.0, 0.0] + --- Converting [0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 3.0, 2.0] in base Y array notation + --- Result = [2.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0] + --- Converting [0.0, 0.0, 3.0, 3.0, 3.0, 3.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 1, 1, 1, 1.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 1, 0, 1, 1.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 3.0, 3.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 0, 0, 0, 1, 1, 2.0, 0.0] + --- Converting [0.0, 0.0, 2.0, 2.0, 2.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 1, 1, 0, 2.0, 0.0] + --- Converting [0.0, 2.0, 0.0, 2.0, 2.0, 2.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 1, 1, 1, 2.0, 0.0] + --- Converting [3.0, 0.0, 0.0, 3.0, 0.0, 3.0, 1.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0] + --- Converting [0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 0, 0, 1, 0, 0, 1.0, 0.0] + --- Converting [0.0, 2.0, 0.0, 2.0, 2.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 1, 1, 0, 2.0, 0.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 2.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 1, 0, 2.0, 2.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 0, 2.0, 1.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 0, 0, 1.0, 3.0] + --- Converting [0.0, 0.0, 3.0, 3.0, 0.0, 3.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 0, 1, 1, 0, 1, 1.0, 0.0] + --- Converting [3.0, 0.0, 3.0, 0.0, 3.0, 0.0, 3.0, 2.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 0, 1, 0, 3.0, 2.0] + --- Converting [0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 2.0, 2.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 0, 0, 0, 2.0, 2.0] + --- Converting [2.0, 2.0, 2.0, 0.0, 0.0, 2.0, 3.0, 0.0] in base Y array notation + --- Result = [1.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 3.0, 0.0, 2.0, 0.0] in base Y array notation + --- Result = [2.0, 0, 0, 0, 0, 1, 0, 2.0, 0.0] + --- Converting [1.0, 0.0, 1.0, 0.0, 1.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 0, 1, 0, 3.0, 0.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 0.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0] + --- Converting [0.0, 0.0, 1.0, 1.0, 0.0, 1.0, 3.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 0, 1, 1, 0, 1, 3.0, 0.0] + --- Converting [0.0, 0.0, 2.0, 0.0, 2.0, 0.0, 2.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 0, 1, 0, 1, 0, 2.0, 3.0] + --- Converting [1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 2.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 0, 1, 1, 2.0, 3.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [0, 0, 0, 0, 0, 0, 0, 3.0, 3.0] + --- Converting [0.0, 0.0, 0.0, 0.0, 2.0, 2.0, 2.0, 1.0] in base Y array notation + --- Result = [1.0, 0, 0, 0, 0, 1, 1, 2.0, 1.0] + --- Converting [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0] + --- Converting [0.0, 1.0, 1.0, 0.0, 1.0, 1.0, 3.0, 2.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0] + --- Converting [3.0, 0.0, 0.0, 3.0, 0.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [2.0, 1, 0, 0, 1, 0, 0, 2.0, 1.0] + --- Converting [1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 2.0, 1.0] in base Y array notation + --- Result = [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 3.0, 0.0, 3.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 1, 0, 3.0, 0.0] + --- Converting [0.0, 1.0, 1.0, 0.0, 1.0, 1.0, 0.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 1, 0, 1, 1, 0.0, 0.0] + --- Converting [3.0, 0.0, 3.0, 3.0, 3.0, 3.0, 1.0, 3.0] in base Y array notation + --- Result = [2.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0] + --- Converting [0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 1, 0, 1, 1, 1, 0.0, 0.0] + --- Converting [2.0, 0.0, 0.0, 2.0, 0.0, 2.0, 3.0, 2.0] in base Y array notation + --- Result = [1.0, 1, 0, 0, 1, 0, 1, 3.0, 2.0] + --- Converting [0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 0, 0, 1, 0, 0, 0, 1.0, 0.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 3.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0] + --- Converting [3.0, 3.0, 0.0, 3.0, 3.0, 3.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 1, 1, 1, 1.0, 0.0] + --- Converting [2.0, 0.0, 2.0, 0.0, 0.0, 2.0, 1.0, 1.0] in base Y array notation + --- Result = [1.0, 1, 0, 1, 0, 0, 1, 1.0, 1.0] + --- Converting [1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 2.0, 2.0] in base Y array notation + --- Result = [0.0, 1, 0, 0, 1, 0, 1, 2.0, 2.0] + --- Converting [3.0, 3.0, 0.0, 0.0, 0.0, 3.0, 1.0, 0.0] in base Y array notation + --- Result = [2.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0] + --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 1.0, 0.0] in base Y array notation + --- Result = [0.0, 1, 0, 1, 1, 0, 1, 1.0, 0.0] + --- Converting [1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [0.0, 1, 1, 0, 0, 1, 0, 3.0, 3.0] + --- Converting [0.0, 2.0, 2.0, 2.0, 2.0, 0.0, 3.0, 3.0] in base Y array notation + --- Result = [1.0, 0, 1, 1, 1, 1, 0, 3.0, 3.0] + --- Converting [0.0, 2.0, 0.0, 0.0, 2.0, 0.0, 1.0, 0.0] in base Y array notation + --- Result = [1.0, 0, 1, 0, 0, 1, 0, 1.0, 0.0] +*** Total Configurations formatted: [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 1, 0, 1, 0, 1, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [1.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 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0.0], [2.0, 1, 1, 0, 0, 1, 1, 1.0, 1.0], [2.0, 1, 1, 0, 1, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 0, 1, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 2.0, 0.0], [1.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0], [2.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 2.0, 0.0], [0.0, 0, 0, 1, 0, 0, 0, 3.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0], [2.0, 0, 0, 1, 1, 0, 1, 1.0, 2.0], [2.0, 1, 0, 0, 0, 1, 0, 2.0, 0.0], [1.0, 0, 0, 1, 1, 0, 0, 3.0, 2.0], [2.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 1, 1, 3.0, 0.0], [2.0, 0, 1, 0, 0, 1, 1, 3.0, 0.0], [2.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0], [2.0, 1, 0, 1, 0, 0, 0, 3.0, 1.0], [1.0, 0, 1, 0, 0, 0, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [2.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 0, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 0, 1, 0, 0, 3.0, 3.0], [0.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0], [2.0, 0, 0, 1, 1, 0, 0, 3.0, 0.0], [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], [1.0, 0, 0, 1, 0, 0, 0, 2.0, 1.0], [0.0, 1, 0, 0, 0, 0, 0, 2.0, 1.0], [0.0, 0, 0, 0, 0, 1, 0, 3.0, 1.0], [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 0, 0, 0, 1, 1, 1, 2.0, 3.0], [2.0, 1, 1, 0, 1, 0, 0, 1.0, 2.0], [2.0, 1, 0, 0, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 0, 0, 0, 1.0, 0.0], [1.0, 0, 0, 1, 1, 1, 0, 1.0, 0.0], [1.0, 0, 1, 0, 0, 1, 1, 1.0, 0.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 1, 3.0, 0.0], [0.0, 0, 1, 1, 0, 0, 0, 2.0, 2.0], [0.0, 0, 1, 0, 0, 1, 0, 1.0, 0.0], [2.0, 1, 1, 0, 0, 0, 1, 3.0, 2.0], [1.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 0, 0, 3.0, 2.0], [2.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0], [1.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 0, 0, 0, 0, 1, 1.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 1.0, 0.0], [0.0, 1, 0, 0, 0, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 0, 1, 0, 2.0, 3.0], [0.0, 0, 0, 1, 1, 0, 0, 3.0, 3.0], [1.0, 0, 1, 1, 0, 0, 1, 3.0, 1.0], [1.0, 1, 0, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 0.0], [0.0, 0, 0, 1, 1, 0, 1, 3.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], [2.0, 0, 0, 1, 0, 0, 0, 3.0, 3.0], [2.0, 0, 0, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 0, 0, 0, 1, 0, 0.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], [0.0, 0, 1, 1, 1, 0, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [1.0, 1, 1, 1, 0, 0, 1, 1.0, 2.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0], [0.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [2.0, 1, 0, 0, 1, 0, 0, 1.0, 0.0], [0.0, 0, 0, 1, 1, 0, 0, 0.0, 0.0], [1.0, 0, 1, 0, 1, 1, 1, 3.0, 0.0], [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0], [0.0, 1, 0, 0, 1, 0, 0, 2.0, 1.0], [0.0, 0, 1, 1, 0, 1, 1, 2.0, 2.0], [1.0, 1, 0, 0, 0, 1, 0, 1.0, 0.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 0, 0, 1, 0, 1, 1, 2.0, 1.0], [2.0, 0, 0, 1, 1, 1, 0, 1.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 1.0, 2.0], [0.0, 1, 0, 0, 0, 1, 0, 1.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], [0.0, 0, 1, 0, 1, 1, 1, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 2.0], [0.0, 0, 1, 0, 1, 0, 0, 1.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0], [1.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0], [2.0, 1, 0, 0, 0, 0, 1, 3.0, 3.0], [1.0, 0, 0, 0, 1, 1, 1, 2.0, 2.0], [1.0, 0, 1, 1, 1, 0, 1, 3.0, 1.0], [1.0, 0, 1, 1, 1, 0, 0, 2.0, 0.0], [0.0, 0, 1, 0, 0, 0, 0, 2.0, 1.0], [0.0, 0, 0, 1, 1, 1, 0, 2.0, 1.0], [2.0, 0, 1, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 1, 0, 1, 0, 0, 2.0, 2.0], [2.0, 1, 1, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 2.0, 3.0], [0.0, 0, 1, 0, 0, 1, 1, 1.0, 0.0], [1.0, 1, 0, 0, 0, 0, 0, 1.0, 2.0], [2.0, 0, 0, 1, 0, 0, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 0, 0, 1.0, 1.0], [1.0, 1, 1, 0, 0, 0, 1, 0.0, 0.0], [1.0, 0, 0, 1, 0, 0, 1, 1.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 0.0], [0.0, 1, 1, 1, 0, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], [1.0, 1, 0, 1, 0, 1, 0, 3.0, 3.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], [0.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [2.0, 1, 0, 1, 0, 0, 1, 3.0, 0.0], [2.0, 0, 1, 0, 1, 1, 1, 1.0, 1.0], [0.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0], [1.0, 1, 0, 0, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0], [1.0, 1, 0, 1, 0, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [2.0, 1, 1, 1, 1, 0, 1, 2.0, 2.0], [0.0, 0, 1, 0, 1, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 2.0], [1.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 0, 1, 0, 0, 1, 1, 1.0, 2.0], [2.0, 0, 0, 1, 1, 0, 0, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 1.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 0, 1, 0, 0, 2.0, 1.0], [1.0, 1, 1, 1, 0, 1, 0, 0.0, 0.0], [2.0, 1, 0, 0, 0, 0, 0, 1.0, 2.0], [0.0, 0, 1, 0, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], [2.0, 0, 1, 0, 1, 1, 0, 3.0, 1.0], [2.0, 1, 0, 0, 0, 0, 0, 2.0, 2.0], [2.0, 0, 1, 0, 0, 1, 0, 1.0, 0.0], [2.0, 0, 1, 1, 0, 0, 1, 3.0, 1.0], [1.0, 1, 1, 1, 0, 0, 1, 2.0, 0.0], [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0], [2.0, 0, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 1, 0, 1, 1.0, 0.0], [2.0, 0, 0, 0, 0, 1, 1, 2.0, 0.0], [1.0, 0, 0, 1, 1, 1, 0, 2.0, 0.0], [1.0, 0, 1, 0, 1, 1, 1, 2.0, 0.0], [2.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 1.0, 0.0], [1.0, 0, 1, 0, 1, 1, 0, 2.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 1, 1, 0, 1, 0, 2.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 2.0, 1.0], [0.0, 1, 0, 1, 1, 0, 0, 1.0, 3.0], [2.0, 0, 0, 1, 1, 0, 1, 1.0, 0.0], [2.0, 1, 0, 1, 0, 1, 0, 3.0, 2.0], [1.0, 0, 0, 1, 0, 0, 0, 2.0, 2.0], [1.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], [2.0, 0, 0, 0, 0, 1, 0, 2.0, 0.0], [0.0, 1, 0, 1, 0, 1, 0, 3.0, 0.0], [1.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], [0.0, 0, 0, 1, 1, 0, 1, 3.0, 0.0], [1.0, 0, 0, 1, 0, 1, 0, 2.0, 3.0], [0.0, 1, 1, 0, 0, 1, 1, 2.0, 3.0], [0, 0, 0, 0, 0, 0, 0, 3.0, 3.0], [1.0, 0, 0, 0, 0, 1, 1, 2.0, 1.0], [0.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], [2.0, 1, 0, 0, 1, 0, 0, 2.0, 1.0], [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [2.0, 1, 1, 0, 0, 1, 0, 3.0, 0.0], [0.0, 0, 1, 1, 0, 1, 1, 0.0, 0.0], [2.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], [0.0, 0, 1, 0, 1, 1, 1, 0.0, 0.0], [1.0, 1, 0, 0, 1, 0, 1, 3.0, 2.0], [0.0, 0, 0, 1, 0, 0, 0, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 1, 1, 0, 1, 1, 1, 1.0, 0.0], [1.0, 1, 0, 1, 0, 0, 1, 1.0, 1.0], [0.0, 1, 0, 0, 1, 0, 1, 2.0, 2.0], [2.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 0, 1, 1.0, 0.0], [0.0, 1, 1, 0, 0, 1, 0, 3.0, 3.0], [1.0, 0, 1, 1, 1, 1, 0, 3.0, 3.0], [1.0, 0, 1, 0, 0, 1, 0, 1.0, 0.0]] ---> Creating X dictionnary, from userfriendly values to x values -*** Total Configurations dictionnary: {'0303-1010': [2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], '0033-3000': [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], '0303-0100': [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], '2222-0220': [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], '3000-1110': [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], '0030-0000': [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], '0020-0010': [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], '1000-1010': [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], '0020-0202': [1.0, 0, 0, 1, 0, 1.0, 0, 1, 0, 1], '0010-3300': [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], '0011-0111': [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], '3303-0001': [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], '0022-0030': [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], '0011-1100': [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], '3303-1010': [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], '0003-1001': [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], '0000-0000': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], '3000-0000': [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], '3300-0000': [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], '3330-0000': [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], '3333-0000': [2.0, 1, 1, 1, 1, 0, 0, 0, 0, 0], '3333-3000': [2.0, 1, 1, 1, 1, 2.0, 1, 0, 0, 0], '3333-3300': [2.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], '0000-3000': [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], '0000-3300': [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], '0000-3330': [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], '3300-3000': [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], '3330-3000': [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], '3000-3000': [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], '3000-3300': [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], '3000-3330': [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], '1000-0000': [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], '2000-0000': [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], '1100-0000': [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], '2200-0000': [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], '1110-0000': [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], '2220-0000': [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], '3300-1000': [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], '3300-2000': [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], '1100-1000': [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], '2200-2000': [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], '3000-1000': [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], '3000-2000': [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], '1000-1000': [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], '1001-2000': [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], '0111-0000': [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], '3000-0202': [2.0, 1, 0, 0, 0, 1.0, 0, 1, 0, 1], '0001-2002': [0.0, 0, 0, 0, 1, 1.0, 1, 0, 0, 1], '1101-0202': [0.0, 1, 1, 0, 1, 1.0, 0, 1, 0, 1], '0011-0000': [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], '1001-0002': [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], '2002-0101': [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], '0303-0000': [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], '0101-2220': [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], '0001-0020': [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], '3330-1111': [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], '0330-0111': [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], '0000-1010': [0, 0, 0, 0, 0, 0.0, 1, 0, 1, 0], '0001-1100': [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], '0002-0020': [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], '2022-2220': [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], '1000-0030': [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], '0010-2000': [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], '0110-0002': [0.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1], '3030-1000': [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], '2000-2000': [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], '3000-1100': [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], '3000-2200': [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], '1000-1100': [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], '2000-2200': [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], '0000-1000': [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], '0000-2000': [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], '0000-2200': [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], '1001-2220': [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], '0200-1100': [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], '2002-0100': [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], '0000-0001': [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], '0101-0200': [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], '3330-2220': [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], '2002-2000': [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], '0001-0200': [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], '0220-0020': [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], '0303-1000': [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], '0110-0020': [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], '0030-2000': [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], '2002-1001': [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], '0101-2020': [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], '0202-1001': [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], '3003-1101': [2.0, 1, 0, 0, 1, 0.0, 1, 1, 0, 1], '0220-1001': [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], '3003-0002': [2.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], '1111-0101': [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], '2020-0022': [1.0, 1, 0, 1, 0, 1.0, 0, 0, 1, 1], '0011-2200': [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], '2222-2200': [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], '1011-0100': [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], '0033-2200': [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], '0101-0330': [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], '0100-0200': [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], '1101-2000': [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], '0333-0011': [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], '1011-3330': [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], '1011-3030': [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], '0010-0101': [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], '0110-0010': [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], '0011-3000': [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], '0020-2000': [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], '3303-1011': [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 1], '0110-1001': [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], '3330-2202': [2.0, 1, 1, 1, 0, 1.0, 1, 1, 0, 1], '1011-2200': [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], '0222-0300': [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], '0011-2022': [0.0, 0, 0, 1, 1, 1.0, 1, 0, 1, 1], '3003-3330': [2.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0], '0110-0100': [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], '0200-0100': [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], '2220-3330': [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], '0020-2220': [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], '2220-2220': [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], '0002-3000': [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], '2020-3030': [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], '1001-2002': [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 1], '0333-0030': [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], '2022-2200': [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], '0020-1100': [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], '1110-3330': [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], '0111-2000': [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], '0033-0220': [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], '2022-1001': [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], '0003-0001': [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], '3033-1010': [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], '0100-3000': [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], '2020-1000': [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], '0202-0200': [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], '0300-0010': [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], '0200-3330': [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], '3333-1101': [2.0, 1, 1, 1, 1, 0.0, 1, 1, 0, 1], '2000-0022': [1.0, 1, 0, 0, 0, 1.0, 0, 0, 1, 1], '1010-2000': [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], '3030-2002': [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 1], '0033-0011': [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], '3030-1001': [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], '0010-0011': [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], '2220-0330': [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], '2002-0010': [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], '3330-0030': [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], '0200-0010': [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], '2022-0330': [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], '0022-1111': [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], '2220-0300': [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], '3330-0101': [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], '0001-0220': [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], '1100-0020': [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], '1100-1001': [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], '0220-2022': [1.0, 0, 1, 1, 0, 1.0, 1, 0, 1, 1], '3000-0011': [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], '1111-2002': [0.0, 1, 1, 1, 1, 1.0, 1, 0, 0, 1], '2000-1001': [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], '2020-0220': [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], '2020-0030': [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], '1111-3330': [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], '0222-2220': [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], '2200-0002': [1.0, 1, 1, 0, 0, 1.0, 0, 0, 0, 1], '2200-1000': [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], '3333-1111': [2.0, 1, 1, 1, 1, 0.0, 1, 1, 1, 1], '0222-1000': [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], '0330-0300': [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], '0300-0000': [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], '3030-0110': [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], '1100-1011': [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], '3303-0111': [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1], '3003-0220': [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], '1000-0202': [0.0, 1, 0, 0, 0, 1.0, 0, 1, 0, 1], '1000-0100': [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], '0030-2200': [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], '0202-0001': [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], '0333-0002': [2.0, 0, 1, 1, 1, 1.0, 0, 0, 0, 1], '3333-0001': [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], '1000-2200': [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], '1100-3000': [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], '0020-1111': [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], '3030-1101': [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], '0002-0111': [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], '1011-0330': [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], '0000-1111': [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], '3033-0100': [2.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], '3030-0000': [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], '0111-0001': [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], '1111-3300': [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], '0010-0222': [0.0, 0, 0, 1, 0, 1.0, 0, 1, 1, 1], '0002-3330': [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], '3000-0001': [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], '1011-0011': [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], '0220-2000': [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], '0303-1001': [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], '0022-3300': [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], '0002-1000': [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], '0222-3300': [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], '3030-2000': [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], '1100-0110': [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0], '1100-3330': [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0], '1001-3030': [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0], '0100-1011': [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1], '0330-0002': [2.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1], '0011-0222': [0.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 1], '1100-0222': [0.0, 1, 1, 0, 0, 1.0, 0, 1, 1, 1], '1001-3330': [0.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0], '0200-1110': [1.0, 0, 1, 0, 0, 0.0, 1, 1, 1, 0], '3300-0101': [2.0, 1, 1, 0, 0, 0.0, 0, 1, 0, 1], '0333-3000': [2.0, 0, 1, 1, 1, 2.0, 1, 0, 0, 0], '3333-1000': [2.0, 1, 1, 1, 1, 0.0, 1, 0, 0, 0], '2020-1100': [1.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 0], '2002-0220': [1.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], '0110-0300': [0.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], '3330-2000': [2.0, 1, 1, 1, 0, 1.0, 1, 0, 0, 0], '0003-0030': [2.0, 0, 0, 0, 1, 2.0, 0, 0, 1, 0], '3003-0110': [2.0, 1, 0, 0, 1, 0.0, 0, 1, 1, 0], '0200-1000': [1.0, 0, 1, 0, 0, 0.0, 1, 0, 0, 0], '1101-1110': [0.0, 1, 1, 0, 1, 0.0, 1, 1, 1, 0], '2002-1111': [1.0, 1, 0, 0, 1, 0.0, 1, 1, 1, 1], '2200-3300': [1.0, 1, 1, 0, 0, 2.0, 1, 1, 0, 0], '0022-2220': [1.0, 0, 0, 1, 1, 1.0, 1, 1, 1, 0], '0101-0222': [0.0, 0, 1, 0, 1, 1.0, 0, 1, 1, 1], '1011-0002': [0.0, 1, 0, 1, 1, 1.0, 0, 0, 0, 1], '0330-1011': [2.0, 0, 1, 1, 0, 0.0, 1, 0, 1, 1], '1110-1000': [0.0, 1, 1, 1, 0, 0.0, 1, 0, 0, 0], '3300-2202': [2.0, 1, 1, 0, 0, 1.0, 1, 1, 0, 1], '3030-0010': [2.0, 1, 0, 1, 0, 0.0, 0, 0, 1, 0], '0222-1110': [1.0, 0, 1, 1, 1, 0.0, 1, 1, 1, 0]} - --- Getting data from folder /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version +*** Total Configurations dictionnary: {'101111-1-0': [0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], '011001-0-3': [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], '110111-0-1': [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], '101110-1-0': [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], '111101-0-0': [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], '111110-1-2': [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], '303303-0-1': [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], '222222-3-3': [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], '333333-3-2': [2.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], '202222-3-3': [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], '101101-2-2': [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], '003330-3-2': [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], '220202-3-2': [1.0, 1, 1, 0, 1, 0, 1, 3.0, 2.0], '202220-2-3': [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], '333030-0-2': [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], '303330-3-0': [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], '202222-0-3': [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], '030333-2-3': [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], '022202-2-0': [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], '111010-2-0': [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], '333333-1-2': [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], '111111-2-1': [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], '222220-0-3': [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], '000300-0-0': [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], '222222-3-2': [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], '333300-3-0': [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], '110011-3-2': [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], '111011-2-1': [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], '202202-2-3': [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], '333303-1-2': [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], '202222-2-3': [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], '300033-3-2': [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], '330333-2-2': [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], '220222-0-1': [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], '033333-0-3': [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], '110110-0-3': [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], '110001-0-2': [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], '222022-2-3': [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], '111101-1-1': [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], '022022-1-3': [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], '000011-1-1': [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], '111011-3-0': [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], '220020-1-2': [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], '333033-0-2': [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], '222220-3-3': [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], '030300-2-0': [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], '220220-3-2': [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], '101110-2-3': [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], '111011-2-3': [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], '303300-0-1': [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], '222220-2-1': [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], '200222-2-3': [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], '220222-2-0': [1.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], '333333-3-3': [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], '110101-1-0': [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], '011010-1-3': [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], '303330-1-2': [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], '033033-2-0': [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], '333300-0-1': [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], '111111-3-1': [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], '110101-0-0': [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], '003333-1-2': [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], '333333-2-1': [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], '333300-1-0': [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], '220020-0-1': [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], '111111-1-2': [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], '101101-0-2': [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], '330330-2-3': [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], '333333-3-1': [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], '220220-0-0': [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], '110011-0-0': [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], '011111-3-2': [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], '303333-3-1': [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], '101111-3-0': [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], '222222-2-3': [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], '022222-0-3': [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], '303033-3-3': [2.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], '022222-0-0': [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], '100101-1-3': [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], '110111-1-2': [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], '222222-1-0': [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], '101111-3-3': [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], '111111-3-3': [0.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], '003333-3-1': [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], '011111-1-2': [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], '202022-1-2': [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], '330030-2-2': [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0], '333330-3-0': [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], '111110-1-0': [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], '110111-0-0': [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], '202222-0-2': [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0], '333333-1-1': [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], '111010-3-1': [0.0, 1, 1, 1, 0, 1, 0, 3.0, 1.0], '111011-1-3': [0.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0], '303333-0-3': [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], '033033-1-1': [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0], '333333-1-3': [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], '011010-2-1': [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0], '330030-0-1': [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], '111111-2-3': [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], '111111-2-2': [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], '033333-0-2': [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0], '011110-1-1': [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0], '333033-0-0': [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], '002200-2-2': [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0], '011110-3-1': [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0], '200202-3-0': [1.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0], '111111-0-2': [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], '330033-3-0': [2.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0], '222202-2-1': [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], '030033-0-1': [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0], '022222-2-0': [1.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0], '202222-3-1': [1.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], '333333-2-2': [2.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0], '101111-2-1': [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], '100110-0-2': [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0], '333300-1-2': [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0], '000300-2-3': [2.0, 0, 0, 0, 1, 0, 0, 2.0, 3.0], '010110-0-2': [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0], '222220-1-2': [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], '222222-0-1': [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], '330333-0-1': [2.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], '033030-0-3': [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0], '033330-0-0': [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0], '303033-2-2': [2.0, 1, 0, 1, 0, 1, 1, 2.0, 2.0], '202222-2-1': [1.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0], '202022-3-3': [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0], '303300-3-3': [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0], '330333-3-0': [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0], '333033-2-1': [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], '222020-1-0': [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0], '222202-3-1': [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0], '111111-1-3': [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0], '222022-0-3': [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0], '220020-0-3': [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], '033330-3-2': [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0], '111111-2-0': [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], '111011-0-0': [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], '220202-1-1': [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0], '033033-3-2': [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0], '022202-0-0': [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0], '033033-1-0': [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], '003333-2-3': [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0], '222022-1-0': [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], '033333-1-2': [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], '100000-0-2': [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0], '333303-2-1': [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0], '303333-2-0': [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0], '220220-1-2': [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0], '222220-2-3': [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], '111011-3-3': [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], '220202-1-2': [1.0, 1, 1, 0, 1, 0, 1, 1.0, 2.0], '222220-0-1': [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0], '111111-1-0': [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], '033300-2-1': [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0], '222222-0-2': [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0], '330333-0-0': [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0], '330330-3-0': [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0], '002202-3-1': [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0], '220022-2-1': [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], '202220-0-2': [1.0, 1, 0, 1, 1, 1, 0, 0.0, 2.0], '222002-0-2': [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0], '030330-3-0': [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0], '222022-3-3': [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0], '333333-0-1': [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0], '202222-2-2': [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0], '030330-3-3': [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0], '222022-0-0': [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0], '222000-1-1': [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0], '101011-3-1': [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0], '033033-2-2': [2.0, 0, 1, 1, 0, 1, 1, 2.0, 2.0], '330303-3-1': [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0], '030033-2-3': [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0], '333333-1-0': [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], '101011-3-0': [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0], '333033-1-1': [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], '222202-1-2': [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], '222020-2-1': [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0], '001101-2-2': [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0], '222222-1-1': [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0], '101110-0-3': [0.0, 1, 0, 1, 1, 1, 0, 0.0, 3.0], '300033-2-1': [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0], '111101-2-3': [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0], '110110-3-1': [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0], '222220-3-1': [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], '110110-2-0': [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0], '000022-2-2': [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0], '111011-1-0': [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0], '222220-1-0': [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], '033333-1-0': [2.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0], '202222-1-0': [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], '011111-2-1': [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0], '110111-2-0': [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0], '333333-0-3': [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], '110100-1-3': [0.0, 1, 1, 0, 1, 0, 0, 1.0, 3.0], '011011-1-0': [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0], '100111-3-1': [0.0, 1, 0, 0, 1, 1, 1, 3.0, 1.0], '010100-0-0': [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0], '222202-3-0': [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0], '222222-3-0': [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0], '330033-2-1': [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0], '303300-2-2': [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0], '222022-2-0': [1.0, 1, 1, 1, 0, 1, 1, 2.0, 0.0], '220222-3-2': [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0], '000111-3-0': [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0], '111001-2-2': [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0], '020220-2-1': [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0], '222222-0-0': [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0], '300333-3-2': [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0], '222222-0-3': [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0], '000200-2-1': [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0], '333300-1-1': [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0], '333333-2-0': [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0], '110010-0-3': [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0], '330030-1-2': [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], '220202-0-1': [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0], '333030-3-2': [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0], '111011-1-1': [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0], '202220-3-0': [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], '222020-2-0': [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], '333303-0-2': [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0], '100010-0-1': [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0], '222222-3-1': [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], '101111-0-3': [0.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], '110011-0-2': [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0], '101011-1-2': [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0], '001011-2-2': [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0], '011110-2-1': [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0], '333033-2-2': [2.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0], '330303-0-0': [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], '033030-3-2': [2.0, 0, 1, 1, 0, 1, 0, 3.0, 2.0], '333330-1-0': [2.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0], '222202-0-1': [1.0, 1, 1, 1, 1, 0, 1, 0.0, 1.0], '110111-3-3': [0.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0], '333330-2-3': [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0], '101010-2-3': [0.0, 1, 0, 1, 0, 1, 0, 2.0, 3.0], '222002-2-3': [1.0, 1, 1, 1, 0, 0, 1, 2.0, 3.0], '222022-1-3': [1.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0], '033033-1-2': [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0], '010111-3-2': [0.0, 0, 1, 0, 1, 1, 1, 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'333330-3-1': [2.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0], '030330-3-1': [2.0, 0, 1, 0, 1, 1, 0, 3.0, 1.0], '030030-1-0': [2.0, 0, 1, 0, 0, 1, 0, 1.0, 0.0], '033003-3-1': [2.0, 0, 1, 1, 0, 0, 1, 3.0, 1.0], '222002-2-0': [1.0, 1, 1, 1, 0, 0, 1, 2.0, 0.0], '030303-0-0': [2.0, 0, 1, 0, 1, 0, 1, 0.0, 0.0], '030000-3-2': [2.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0], '011101-1-0': [0.0, 0, 1, 1, 1, 0, 1, 1.0, 0.0], '000033-2-0': [2.0, 0, 0, 0, 0, 1, 1, 2.0, 0.0], '002220-2-0': [1.0, 0, 0, 1, 1, 1, 0, 2.0, 0.0], '020222-2-0': [1.0, 0, 1, 0, 1, 1, 1, 2.0, 0.0], '300303-1-3': [2.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], '000300-1-0': [2.0, 0, 0, 0, 1, 0, 0, 1.0, 0.0], '020220-2-0': [1.0, 0, 1, 0, 1, 1, 0, 2.0, 0.0], '111110-3-0': [0.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0], '222020-2-2': [1.0, 1, 1, 1, 0, 1, 0, 2.0, 2.0], '303330-2-1': [2.0, 1, 0, 1, 1, 1, 0, 2.0, 1.0], '101100-1-3': [0.0, 1, 0, 1, 1, 0, 0, 1.0, 3.0], '003303-1-0': [2.0, 0, 0, 1, 1, 0, 1, 1.0, 0.0], '303030-3-2': [2.0, 1, 0, 1, 0, 1, 0, 3.0, 2.0], '002000-2-2': [1.0, 0, 0, 1, 0, 0, 0, 2.0, 2.0], '222002-3-0': [1.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0], '000030-2-0': [2.0, 0, 0, 0, 0, 1, 0, 2.0, 0.0], '101010-3-0': [0.0, 1, 0, 1, 0, 1, 0, 3.0, 0.0], '022200-1-1': [1.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0], '002020-2-3': [1.0, 0, 0, 1, 0, 1, 0, 2.0, 3.0], '110011-2-3': [0.0, 1, 1, 0, 0, 1, 1, 2.0, 3.0], '000022-2-1': [1.0, 0, 0, 0, 0, 1, 1, 2.0, 1.0], '100000-1-1': [0.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0], '300300-2-1': [2.0, 1, 0, 0, 1, 0, 0, 2.0, 1.0], '330030-3-0': [2.0, 1, 1, 0, 0, 1, 0, 3.0, 0.0], '011011-0-0': [0.0, 0, 1, 1, 0, 1, 1, 0.0, 0.0], '303333-1-3': [2.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0], '200202-3-2': [1.0, 1, 0, 0, 1, 0, 1, 3.0, 2.0], '001000-1-0': [0.0, 0, 0, 1, 0, 0, 0, 1.0, 0.0], '330333-1-0': [2.0, 1, 1, 0, 1, 1, 1, 1.0, 0.0], '202002-1-1': [1.0, 1, 0, 1, 0, 0, 1, 1.0, 1.0], '100101-2-2': [0.0, 1, 0, 0, 1, 0, 1, 2.0, 2.0], '330003-1-0': [2.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0], '101101-1-0': [0.0, 1, 0, 1, 1, 0, 1, 1.0, 0.0], '110010-3-3': [0.0, 1, 1, 0, 0, 1, 0, 3.0, 3.0], '022220-3-3': [1.0, 0, 1, 1, 1, 1, 0, 3.0, 3.0], '020020-1-0': [1.0, 0, 1, 0, 0, 1, 0, 1.0, 0.0]} + --- Getting data from folder /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89 --- Maximum input size = -1 --- X format manipulated by the model = base_Y - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary_first_results_samsung_interrupted.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary_key_experiements_first_part.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary_key_experiement_second_part.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary_seventh_experiments_interrupted.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary__07Oct22_interrupted_by_windows_update.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary___06Sep22_09_42_02.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary___07Sep22_11_04_29.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary___08Sep22_11_21_57.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary___13Sep22_11_30_53.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary___14Sep22_12_20_26.csv -*** Total energy efficiencies: [8236960890.90969, 6957102505.948323, 6956231392.081026, 11285968381.230984, 8096707069.234942, 994906080.8659663, 3998672440.749671, 6501654671.113798, 8089829466.394849, 6532788063.289651, 8964027358.211496, 8321129010.784183, 7249844128.351241, 7650055845.407672, 9340120487.55429, 6806147312.252427, 0.08333333333333333, 0.08333333333333333, 1016987763.6032282, 1980229389.772511, 5377240292.736961, 8296551953.00833, 9400881802.713095, 9963434196.49885, 3307720550.5370083, 5789616901.049658, 7665772326.561901, 5072151352.996373, 5822958761.806049, 4149980287.5936337, 6611133148.221605, 8224428196.629629, 0.08333333333333333, 997516184.7000968, 1014996574.3865615, 1010122436.9405816, 2018619748.5607243, 1998856653.9939156, 2905397356.669485, 3029054692.61153, 5058399218.983161, 5026691733.102776, 5947637003.818383, 5035525633.343237, 5326600510.288329, 4059018123.5159216, 4062233415.93208, 5236095548.271565, 3139835723.7949314, 8354358468.81318, 8407741848.694279, 2075033200.5312083, 9914340101.522842, 2745412415.8531094, 7043096708.760907, 8950387999.31977, 5363512027.675722, 9185604320.908272, 4533975344.242078, 9820095844.135439, 7854719115.244439, 5325891287.907031, 6336774201.724871, 4969363871.73078, 10870309597.28764, 3845281263.097989, 3839950848.6291375, 6145261695.969323, 4306298392.02818, 4153496621.1304984, 6443423519.784533, 6519117311.516021, 6448575832.027497, 6539495281.754154, 6473246073.976255, 3145168392.3157244, 3331046015.069652, 5724131219.984087, 9166575000.916658, 6540008502.011052, 7245431755.278297, 3321398441.599851, 5549420363.04308, 9229945635.620207, 7263008047.412917, 4385426351.149858, 5040602049.508794, 6928278461.367919, 5821399464.43125, 4809102669.532892, 8795770993.306417, 8367150566.874451, 8895689149.038376, 9428892010.8998, 7282684688.88371, 7595205906.032112, 9080672696.233337, 2991522026.5766816, 8754497623.153894, 7849108733.703288, 11468876336.840899, 6807769026.0124855, 8336042547.16116, 7878296082.123358, 4093227346.033253, 6788174999.151478, 9607255399.277534, 10000990098.019703, 8871225293.637558, 6657080470.788732, 5194211570.625695, 6806981239.9597025, 4244013818.5089927, 10227751572.005417, 3742206854.226074, 7487495881.877265, 10286076355.602003, 8782098570.274353, 9750580159.519491, 10199970420.085781, 9353836943.914392, 5162462701.2069845, 4242843383.922169, 9571301409.852697, 8376542330.856669, 9479212087.891254, 5449442794.474265, 7529950377.627011, 9165566798.65083, 8477809334.068076, 10578920865.440357, 6670179627.937381, 9413093613.215984, 6681499595.769274, 8384408354.2244835, 10534122128.398308, 5256269415.345153, 9521179864.608822, 8622547962.923044, 4292324465.390988, 6005284650.492433, 7512075661.626064, 3550266447.4968843, 8906781623.528154, 10947566629.6274, 9639669166.554203, 8308684236.764266, 5000900162.029165, 8823477508.95583, 8411277841.329655, 8447801037.389967, 6634071263.19351, 8252186829.509821, 7393168712.11001, 6057595619.146848, 3751444306.0578322, 10619025470.794495, 11384996168.94879, 6002689204.763734, 8262619084.997563, 9243340173.405062, 5236287472.182222, 7522756337.9222145, 10070047248.66169, 6788774083.176061, 10098612955.510561, 6591219177.81132, 7467367603.572389, 5336236245.851076, 10965958375.4152, 11414873580.275099, 7192278369.94203, 4197888462.103562, 6207016411.351391, 5023055826.242454, 11523551835.240866, 9969791531.659073, 5065035050.042546, 5127442585.46165, 1047552602.8539523, 7504014647.836593, 9277212383.22309, 10225586667.47108, 8528930131.004368, 8327920185.212945, 4407169583.478402, 6743861400.160503, 7543867590.03606, 8955437741.79682, 9681573061.991112, 6563747111.951271, 5338401255.591975, 10017249703.99027, 9152396555.037937, 9116518219.361662, 8886756067.432705, 9945201937.325336, 8938627384.378855, 8513391564.931638, 2117186259.461176, 6254338947.644929, 2780233650.836016, 9442424814.692413, 9876153040.867521, 9147875405.936972, 6759862639.591164, 10558457958.332102, 3629843118.1804323, 8737821661.059898, 11525411226.672567, 5281811027.365063, 8479966080.135679, 9258659160.980307, 4730794158.415373, 10575598076.510221, 5441732647.675019, 7524397860.061248, 9132169894.888725, 7964637011.668193, 8993129249.25357, 6611526535.36175, 2083511299.9235353, 8963143553.707155, 10205779124.487032, 10065860928.052246, 9487576019.202854, 8314487162.431821, 7514502990.77219, 8547519937.090253, 9705063131.435669, 7567673924.06596, 7144898542.440698, 9205560158.335634, 5549728340.797718, 7804268935.107504, 5328502158.043374, 11529065350.201126, 8436326823.301135, 5231876778.838105, 4343576935.606472, 9910704551.9866, 11245140693.577787, 7549106940.648921, 10604498852.593224, 10233675752.123999, 7793442597.398549, 9121757215.309958, 6238497769.737048, 9961846129.324686, 5246589716.684155, 3452478361.591869, 11528294469.531294] - --- Getting data from folder /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_fifth_experiments_02Aug22_05_37_44_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_first_results_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_fourth_experiments__31Jul22_22_49_44_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_google_pixel_varying_frequency_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_google_pixel_varying_number_of_threads_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_second_results_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_third_result_cleaned_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_to_verify_strange_results.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_twelfth_before_meeting.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___03Aug22_05_34_39_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___09Aug22_08_43_01.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___10Aug22_12_36_17.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___12Aug22_11_07_50.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___17Aug22_13_08_20.csv +*** Total energy efficiencies: [10829988671.831848, 11271402985.343796, 11835117871.856445, 11115693246.882881, 7744553642.650806, 14014690198.265823, 12835751160.993692, 15072476000.850086, 15861711256.58063, 15103367446.80594, 14193154641.516396, 13704431053.692589, 14941965406.36169, 13904280154.559978, 11958775708.378078, 12422190504.229136, 13244489299.11487, 14498805298.443407, 14878826834.261774, 13184350176.340683, 14515768479.29906, 15148485454.424267, 11563514337.02325, 1619850293.4358807, 15227537478.77662, 12714137867.025375, 13712530510.380384, 14204444570.706173, 14288735332.61318, 14395593796.65072, 15034451445.487333, 14177780865.38339, 15278348593.857187, 14874621812.74041, 13280265392.82361, 11308622485.386433, 11533320339.125751, 14655579232.458004, 14823423380.68923, 12977423176.899149, 11067652130.41236, 12470196231.00789, 12658099664.813522, 13903816180.427042, 14471780028.94356, 11667290866.728037, 14092347150.879715, 14166071691.655617, 14334040479.330315, 10199294208.840748, 14563969322.455019, 14594342940.789293, 15440819969.30365, 15988488288.432327, 10499448253.994251, 12057461036.314661, 13026006421.821165, 14474943149.660782, 10890802281.840895, 13789280489.133356, 6206361520.558573, 13753001592.597586, 15929350146.231434, 10346654305.863657, 10312116840.40865, 14097711236.580742, 11969296360.974827, 13784129504.653522, 15804679449.491407, 6218480079.099067, 6003554104.029585, 14151777817.088272, 15331051050.866896, 12835751160.993692, 15872839508.132448, 14095406166.176382, 14925818681.154661, 14045358079.381556, 12317273251.316717, 11817746710.23476, 13829154623.777847, 15864982651.64147, 13561013712.897066, 12616768189.5947, 13712605724.190134, 13743003093.549995, 14390518375.252914, 14087701577.399946, 12477742826.233706, 11913313962.28483, 7765120631.149005, 15012017119.704325, 15052941194.179932, 12785418485.925173, 11902466429.093437, 13070067323.916784, 14223092043.31785, 13677476888.483427, 14800343367.966137, 14522261174.153862, 13585184541.146809, 15302944745.657406, 9938974695.370426, 12674978072.287935, 15847508930.071281, 13446770287.478502, 14403991634.16166, 11838060073.41965, 13885706747.759195, 11878826466.975676, 12373986415.837713, 13419378387.55433, 12592000302.208008, 16215287124.089106, 11607890115.069016, 15732497203.54862, 14122618220.437122, 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/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary_key_experiement_second_part.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary_seventh_experiments_interrupted.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary__07Oct22_interrupted_by_windows_update.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary___06Sep22_09_42_02.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary___07Sep22_11_04_29.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary___08Sep22_11_21_57.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary___13Sep22_11_30_53.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary___14Sep22_12_20_26.csv -*** Total energy : [61.00540758755291, 53.35616382684589, 53.38267358149647, 54.74622776577034, 49.41467631934382, 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/mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_fifth_experiments_02Aug22_05_37_44_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_first_results_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_fourth_experiments__31Jul22_22_49_44_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_google_pixel_varying_frequency_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_google_pixel_varying_number_of_threads_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_second_results_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_third_result_cleaned_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_to_verify_strange_results.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_twelfth_before_meeting.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___03Aug22_05_34_39_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___09Aug22_08_43_01.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___10Aug22_12_36_17.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___12Aug22_11_07_50.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___17Aug22_13_08_20.csv +*** Total energy : [35.536402216432755, 64.71129799002061, 36.734913097035495, 30.700472577378978, 26.767238609212782, 63.44082042960884, 58.54108121624596, 97.28797445994333, 85.51534231485796, 84.49044180099274, 75.19043109374802, 75.87039020058079, 88.45960297015073, 77.17119209715501, 55.19798222953497, 52.15820338037457, 78.94530881409207, 91.76824551852016, 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70.98779227993477, 40.672301388671954, 71.00913070664843, 62.03120341832688, 75.57724470504559, 64.33997409241996, 76.98065980311152, 50.470000516399516, 58.6370944765814, 59.2169275668937, 42.494897108957154, 30.276377856940353, 80.04278396859557, 35.22248964071155, 65.34824041069513, 73.18295677224415, 50.121642670795254, 70.52682283226056, 87.53002178089183, 65.40226173805877, 92.65928549142409, 44.94678636770851, 49.31922940865544, 39.54493033100684, 80.94736701096696, 41.215784795617516, 81.66872704524802, 45.36592371702859, 62.53995293576916, 70.02713675655465, 73.38859474562628, 64.34512219904238, 83.10239746504709, 50.56673738427292, 31.249086970467445, 94.29930793987965, 33.008552866909774, 63.33291473508287, 77.70891264945926, 52.305660553812594, 64.35007047679922, 62.229672314345905, 32.55567293709175, 27.54961888696046, 57.61668750338357, 57.869084231929165, 52.141300619742324, 51.604696137494564, 65.58873751640105, 67.57287611693334, 79.64660959429389, 85.57933287675009, 61.958674038002826, 41.90141554208418, 30.617996362116138, 30.98063125088282, 36.88800733705025, 53.671785048668475, 58.81039857197384, 71.4589837097857, 29.01647467870326, 94.49408464421893, 92.57130206150522, 75.38525435820448, 85.77330898403667, 96.1514888870947, 81.50438397997827, 28.31277417055063, 26.957077100488743, 37.245499593655026, 41.393349766173586, 49.79470947563472, 78.5836408674881, 72.82903936158382, 64.65330182509297, 75.01155662770421, 26.21709253261557, 47.396418468531486, 87.19607015727797, 65.36175990721286, 49.23349758478151, 50.131704402498926, 85.34158691455114, 55.92467118019403, 71.49261933404156, 78.13433738304217, 23.271814457222327, 31.721882777468608, 82.64292151495445, 64.90106538269521, 76.4325894344246, 77.43016666098337, 72.53963798699066, 29.659992682257588, 23.657962241570964, 63.503699854423054, 42.151077227704505, 54.9760816945145, 74.73239429974956, 28.854441560215296, 40.077884631026805, 27.536240775049926, 63.03819652563211, 75.53040676188047, 62.61500040774629, 29.649894317218024, 68.45824901392889, 26.08548752567013, 70.39204293589904, 29.1448725037754, 61.75656078333707, 41.488651501874486, 88.86270165652928, 82.81499880951421, 72.83305131515111, 42.174782341496964, 52.60822658489953, 54.82947618628158, 76.02625566802186, 73.46366427282355, 90.43710623240364, 78.42035817300528, 31.27446828861957, 59.21002058329076, 59.40661316486577, 36.77983717149928, 32.30311403168223, 33.42552978625363, 30.72781519894828, 31.78714877872434, 32.64170010691823, 83.50940706004823, 74.45417223065692, 51.769595901132256, 68.5685659400938, 66.87351339419763, 62.71395189420631, 47.86510196998857, 39.019265274982374, 97.24138614826803, 59.358545626680076, 99.6674290491051, 44.887978162079634, 88.00551228316039, 55.880391426208845, 85.62206665875647, 43.401448789067906, 40.784636165372405, 105.2672237780514, 55.917443124663876, 28.13171207069184, 59.58014174819067, 57.13542391806448, 77.91783871145545, 72.65400201940935, 71.63108945590916, 30.213348273400626, 96.92513711752248, 54.8681089022372, 54.90126391795327, 43.68880457674721, 92.80579213921902, 25.752705265432734, 12.82440487818982, 25.378870651700414, 13.05030508081098, 16.962130007740114, 23.671865117505998, 12.605191807912393, 12.724500572380222, 12.568567782753549, 13.02862273430083, 13.100460968293364, 13.162529333531099, 23.48970283086431, 12.57695300211794, 13.395917496938448, 16.982170959553237, 12.26762907254409, 13.04299789746687, 12.369555647233597, 12.801274922165252, 12.615399718681916, 12.909260168513825, 12.654544813790569, 17.236925200640222, 13.49249894433128, 12.473598223784801, 12.58462594133227, 12.504158981784528, 13.028609429521124, 12.105878961419078, 23.863863929112192, 12.756494833976223, 17.76713091857071, 11.76973873612909, 12.941299579331238, 24.401835984242894, 16.598746445608374, 12.88737035992497, 24.722444893035714, 12.77057489674986, 12.939562727214717, 12.583421405685236, 13.574697742750608] + --- Getting data from folder /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89 --- Maximum input size = -1 --- X format manipulated by the model = base_Y - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary_first_results_samsung_interrupted.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary_key_experiements_first_part.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary_key_experiement_second_part.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary_seventh_experiments_interrupted.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary__07Oct22_interrupted_by_windows_update.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary___06Sep22_09_42_02.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary___07Sep22_11_04_29.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary___08Sep22_11_21_57.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary___13Sep22_11_30_53.csv - --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/SAMSUNG_RESULTS/summary_files_only_samsung_last_version/summary___14Sep22_12_20_26.csv -*** Total workload : [502499000000.0, 371205000000.0, 371343000000.0, 617864000000.0, 400095000000.0, 29472300000.0, 147255000000.0, 278621000000.0, 537560000000.0, 278594000000.0, 454872000000.0, 498819000000.0, 304885000000.0, 335276000000.0, 629393000000.0, 370545000000.0, 0.0, 0.0, 29553800000.0, 59956000000.0, 174825000000.0, 489874000000.0, 623684000000.0, 748237000000.0, 117748000000.0, 243499000000.0, 373189000000.0, 186205000000.0, 217816000000.0, 150171000000.0, 278957000000.0, 406369000000.0, 0.0, 29470600000.0, 29457300000.0, 29535500000.0, 60678300000.0, 60106800000.0, 89102900000.0, 92411200000.0, 186062000000.0, 185914000000.0, 218185000000.0, 185980000000.0, 194232000000.0, 150045000000.0, 149735000000.0, 207911000000.0, 125814000000.0, 537670000000.0, 548023000000.0, 60227600000.0, 644582000000.0, 81112900000.0, 335286000000.0, 424732000000.0, 241564000000.0, 449351000000.0, 160862000000.0, 571832000000.0, 446108000000.0, 242107000000.0, 289290000000.0, 210123000000.0, 655784000000.0, 150437000000.0, 149787000000.0, 315351000000.0, 187865000000.0, 150528000000.0, 279393000000.0, 278971000000.0, 276003000000.0, 278672000000.0, 274951000000.0, 111489000000.0, 117941000000.0, 243375000000.0, 465069000000.0, 279405000000.0, 304426000000.0, 118205000000.0, 207187000000.0, 473319000000.0, 303807000000.0, 160475000000.0, 184845000000.0, 371471000000.0, 211379000000.0, 172823000000.0, 428493000000.0, 362938000000.0, 434491000000.0, 636090000000.0, 314499000000.0, 499771000000.0, 412706000000.0, 91642100000.0, 577244000000.0, 330242000000.0, 617498000000.0, 250128000000.0, 499893000000.0, 334929000000.0, 144886000000.0, 249187000000.0, 633609000000.0, 506686000000.0, 380626000000.0, 275426000000.0, 185167000000.0, 244660000000.0, 150321000000.0, 750499000000.0, 130533000000.0, 313127000000.0, 873162000000.0, 378377000000.0, 423547000000.0, 863842000000.0, 617264000000.0, 182855000000.0, 150215000000.0, 470964000000.0, 404596000000.0, 469901000000.0, 207799000000.0, 315295000000.0, 596772000000.0, 498189000000.0, 530930000000.0, 279201000000.0, 467887000000.0, 249811000000.0, 500528000000.0, 530288000000.0, 240648000000.0, 631797000000.0, 418853000000.0, 149976000000.0, 208093000000.0, 304712000000.0, 122892000000.0, 422949000000.0, 867738000000.0, 626356000000.0, 534556000000.0, 177462000000.0, 576204000000.0, 500822000000.0, 370724000000.0, 278542000000.0, 347206000000.0, 304417000000.0, 218830000000.0, 129407000000.0, 528993000000.0, 690523000000.0, 217901000000.0, 347637000000.0, 377523000000.0, 185774000000.0, 312668000000.0, 840691000000.0, 279451000000.0, 679060000000.0, 270449000000.0, 314406000000.0, 187327000000.0, 548186000000.0, 654747000000.0, 371696000000.0, 148058000000.0, 292447000000.0, 176632000000.0, 962694000000.0, 426227000000.0, 177965000000.0, 182791000000.0, 29550500000.0, 313863000000.0, 450987000000.0, 750176000000.0, 503147000000.0, 534437000000.0, 153495000000.0, 278825000000.0, 304611000000.0, 629243000000.0, 625410000000.0, 267574000000.0, 186970000000.0, 535789000000.0, 444514000000.0, 466724000000.0, 380079000000.0, 528549000000.0, 380315000000.0, 497450000000.0, 60756400000.0, 225068000000.0, 81165000000.0, 413650000000.0, 815359000000.0, 469163000000.0, 249471000000.0, 522824000000.0, 125412000000.0, 373921000000.0, 691443000000.0, 186311000000.0, 501963000000.0, 434536000000.0, 177197000000.0, 529426000000.0, 192027000000.0, 315563000000.0, 443986000000.0, 336462000000.0, 431441000000.0, 314575000000.0, 60687800000.0, 474343000000.0, 863021000000.0, 839479000000.0, 465862000000.0, 400104000000.0, 315055000000.0, 499532000000.0, 626491000000.0, 315850000000.0, 370819000000.0, 434467000000.0, 191720000000.0, 301057000000.0, 240565000000.0, 655171000000.0, 501884000000.0, 184998000000.0, 150712000000.0, 494348000000.0, 673364000000.0, 314953000000.0, 563772000000.0, 862360000000.0, 377963000000.0, 443713000000.0, 222466000000.0, 832202000000.0, 187399000000.0, 118529000000.0, 656306000000.0] ---- Size of X before removing aberrants points from the dataset: 252 - --- Actual line: ['X_0' 'X_1' 'X_2' 'X_3' 'X_4' 'X_5' 'X_6' 'X_7' 'X_8' 'X_9' 'y'] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_fifth_experiments_02Aug22_05_37_44_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_first_results_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_fourth_experiments__31Jul22_22_49_44_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_google_pixel_varying_frequency_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_google_pixel_varying_number_of_threads_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_second_results_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_third_result_cleaned_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_to_verify_strange_results.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary_twelfth_before_meeting.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___03Aug22_05_34_39_with_configuration_really_tested.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___09Aug22_08_43_01.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___10Aug22_12_36_17.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___12Aug22_11_07_50.csv + --- Getting data from file /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/can_be_reused/GOOGLE_PIXEL_RESULTS/summary_files_only_0.89/summary___17Aug22_13_08_20.csv +*** Total workload : [384859000000.0, 729387000000.0, 434762000000.0, 341257000000.0, 207301000000.0, 889103000000.0, 751419000000.0, 1466370000000.0, 1356420000000.0, 1276090000000.0, 1067190000000.0, 1039760000000.0, 1321760000000.0, 1073010000000.0, 660100000000.0, 647919000000.0, 1045590000000.0, 1330530000000.0, 804762000000.0, 577217000000.0, 1333110000000.0, 885553000000.0, 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75791800000.0, 76037200000.0, 250600000000.0, 188485000000.0, 188372000000.0, 252710000000.0, 75350800000.0, 188258000000.0, 76579500000.0, 187451000000.0, 188320000000.0, 76577300000.0, 252880000000.0, 90000000000.0, 62060000000.00001, 126699999999.99998, 160362534000.0, 141737000000.0, 261014000000.0, 336804200000.0, 229160700000.0, 407984000000.0, 495630000000.0, 381053900000.0, 624912800000.0, 279024200000.0, 612180000000.0, 847040000000.0, 255406809999.99997, 553843000000.0, 674420000000.0, 764552224000.0, 456680000000.0, 1031700000000.0, 939240200000.0, 1228063800000.0, 1321045181000.0, 90000000000.0, 160362000000.0, 336800000000.0, 495630000000.0, 690600000000.0, 922319899999.9999, 1111780000000.0, 1708829000000.0, 2138468100000.0, 674420000000.0, 764552224000.0, 1321045192200.0, 847040000000.0, 1030320000000.0, 1238267000000.0, 1272335000000.0, 927239000000.0, 1183170000000.0, 1304260000000.0, 340806000000.0, 1165360000000.0, 956304000000.0, 504359000000.0, 607029000000.0, 1419050000000.0, 1322220000000.0, 511186000000.0, 753627000000.0, 1545480000000.0, 1326310000000.0, 1286520000000.0, 917298000000.0, 1075410000000.0, 386527000000.0, 1392220000000.0, 296054000000.0, 1157720000000.0, 465769000000.0, 1147520000000.0, 648988000000.0, 1441490000000.0, 1338160000000.0, 1128660000000.0, 620979000000.0, 660057000000.0, 621352000000.0, 705708000000.0, 1215510000000.0, 583752000000.0, 1109910000000.0, 728951000000.0, 854837000000.0, 1093320000000.0, 1204290000000.0, 669302000000.0, 1344000000000.0, 669373000000.0, 120518000000.0, 1129550000000.0, 597734000000.0, 1122660000000.0, 773406000000.0, 651365000000.0, 793397000000.0, 741781000000.0, 1080270000000.0, 576491000000.0, 1091390000000.0, 1020310000000.0, 782461000000.0, 389008000000.0, 922514000000.0, 1069490000000.0, 1495690000000.0, 833125000000.0, 522093000000.0, 785724000000.0, 876778000000.0, 798892000000.0, 662577000000.0, 1464730000000.0, 949126000000.0, 1195150000000.0, 793652000000.0, 769953000000.0, 657684000000.0, 489284000000.0, 1186490000000.0, 1029010000000.0, 528177000000.0, 1075310000000.0, 1465640000000.0, 1187190000000.0, 1011640000000.0, 1139340000000.0, 528400000000.0, 853051000000.0, 1473510000000.0, 622002000000.0, 1020890000000.0, 1123940000000.0, 708617000000.0, 114044000000.0, 75397700000.0, 188238000000.0, 899168000000.0, 642325000000.0, 1148200000000.0, 1231760000000.0, 1092040000000.0, 1358090000000.0, 802787000000.0, 1052920000000.0, 801312000000.0, 1107650000000.0, 386346000000.0, 481907000000.0, 919146000000.0, 1089160000000.0, 975425000000.0, 483016000000.0, 511717000000.0, 523810000000.0, 602868000000.0, 482160000000.0, 339783000000.0, 468910000000.0, 1122250000000.0, 791500000000.0, 457591000000.0, 797305000000.0, 561414000000.0, 164210000000.0, 465592000000.0, 973974000000.0, 248947000000.0, 816637000000.0, 1115390000000.0, 1118000000000.0, 699019000000.0, 341562000000.0, 1136580000000.0, 1067220000000.0, 467309000000.0, 477863000000.0, 978690000000.0, 529344000000.0, 744002000000.0, 417293000000.0, 576433000000.0, 1017200000000.0, 1176010000000.0, 884567000000.0, 610004000000.0, 387933000000.0, 554757000000.0, 1258940000000.0, 785495000000.0, 683706000000.0, 1080890000000.0, 826039000000.0, 816784000000.0, 296355000000.0, 1076670000000.0, 666511000000.0, 790155000000.0, 1108040000000.0, 1058780000000.0, 649427000000.0, 1457420000000.0, 696696000000.0, 1221810000000.0, 786845000000.0, 1281440000000.0, 1036100000000.0, 499362000000.0, 907319000000.0, 1026130000000.0, 594388000000.0, 934178000000.0, 1018000000000.0, 1133690000000.0, 1137160000000.0, 1053900000000.0, 1134200000000.0, 1288950000000.0, 1123100000000.0, 818911000000.0, 650531000000.0, 1147970000000.0, 837972000000.0, 792233000000.0, 1295580000000.0, 1064140000000.0, 1410140000000.0, 1199390000000.0, 1201940000000.0, 1317880000000.0, 621287000000.0, 579951000000.0, 839092000000.0, 1560290000000.0, 1281610000000.0, 988330000000.0, 1004140000000.0, 1420930000000.0, 647651000000.0, 595795000000.0, 794369000000.0, 1025270000000.0, 599027000000.0, 206843000000.0, 1120000000000.0, 77034000000.0, 1306790000000.0, 770891000000.0, 1063420000000.0, 1207720000000.0, 981425000000.0, 253195000000.0, 381971000000.0, 800182000000.0, 251081000000.0, 77310900000.0, 557589000000.0, 249834000000.0, 1172810000000.0, 341424000000.0, 1257180000000.0, 791599000000.0, 670249000000.0, 469198000000.0, 578176000000.0, 1110990000000.0, 1112320000000.0, 251046000000.0, 797750000000.0, 453273000000.0, 1066090000000.0, 802566000000.0, 947963000000.0, 1150940000000.0, 1065500000000.0, 1054930000000.0, 1077010000000.0, 528706000000.0, 1437660000000.0, 1085330000000.0, 659151000000.0, 828186000000.0, 842285000000.0, 1042980000000.0, 1503460000000.0, 711499000000.0, 569101000000.0, 120523000000.0, 742453000000.0, 512558000000.0, 803050000000.0, 685957000000.0, 1077020000000.0, 1001440000000.0, 553257000000.0, 1019160000000.0, 616824000000.0, 629820000000.0, 1008170000000.0, 577790000000.0, 935898000000.0, 973425000000.0, 701607000000.0, 119754000000.0, 1025370000000.0, 482055000000.0, 760584000000.0, 879941000000.0, 1002820000000.0, 719617000000.0, 1038040000000.0, 785194000000.0, 788742000000.0, 904992000000.0, 523833000000.0, 296200000000.0, 899123000000.0, 389856000000.0, 924722000000.0, 883368000000.0, 523058000000.0, 936985000000.0, 1304580000000.0, 819516000000.0, 1379270000000.0, 575746000000.0, 519853000000.0, 431889000000.0, 1045880000000.0, 480105000000.0, 1046380000000.0, 621177000000.0, 890407000000.0, 876491000000.0, 993187000000.0, 780586000000.0, 1107010000000.0, 649547000000.0, 338870000000.0, 1273690000000.0, 339983000000.0, 841382000000.0, 890553000000.0, 645273000000.0, 838771000000.0, 788463000000.0, 341225000000.0, 206522000000.0, 615318000000.0, 690232000000.0, 649355000000.0, 653332000000.0, 736596000000.0, 874419000000.0, 1200800000000.0, 1189700000000.0, 792941000000.0, 388241000000.0, 296022000000.0, 296427000000.0, 467051000000.0, 748193000000.0, 694511000000.0, 975713000000.0, 251789000000.0, 1274200000000.0, 1366640000000.0, 1037890000000.0, 1214700000000.0, 1378590000000.0, 1191620000000.0, 207254000000.0, 163119000000.0, 463028000000.0, 569985000000.0, 562427000000.0, 1033420000000.0, 938032000000.0, 920166000000.0, 1083430000000.0, 163432000000.0, 553063000000.0, 1297990000000.0, 826707000000.0, 597374000000.0, 599739000000.0, 1217390000000.0, 815217000000.0, 878239000000.0, 1106200000000.0, 36502700000.0, 340761000000.0, 1063480000000.0, 881865000000.0, 1067950000000.0, 1149580000000.0, 932881000000.0, 251413000000.0, 77705200000.0, 894807000000.0, 478628000000.0, 704739000000.0, 1071560000000.0, 251645000000.0, 556705000000.0, 207456000000.0, 922819000000.0, 856638000000.0, 792529000000.0, 251048000000.0, 886763000000.0, 163223000000.0, 925262000000.0, 250933000000.0, 798681000000.0, 478244000000.0, 1137210000000.0, 1194990000000.0, 1054250000000.0, 528208000000.0, 656504000000.0, 742786000000.0, 907528000000.0, 1027350000000.0, 1317120000000.0, 1076600000000.0, 294678000000.0, 695332000000.0, 697039000000.0, 452665000000.0, 288115000000.0, 365016000000.0, 296920000000.0, 340789000000.0, 383695000000.0, 980366000000.0, 968531000000.0, 647859000000.0, 873090000000.0, 927365000000.0, 745522000000.0, 596832000000.0, 464963000000.0, 1236330000000.0, 659940000000.0, 1461590000000.0, 529080000000.0, 1142090000000.0, 698582000000.0, 1065450000000.0, 482013000000.0, 557603000000.0, 1537930000000.0, 706990000000.0, 162224000000.0, 697242000000.0, 803087000000.0, 964415000000.0, 855547000000.0, 926605000000.0, 251355000000.0, 1135010000000.0, 805558000000.0, 698385000000.0, 387977000000.0, 1037560000000.0, 271359000000.0, 76003700000.0, 253562000000.0, 75752500000.0, 188408000000.0, 252815000000.0, 75844800000.0, 75779900000.0, 75800200000.0, 75786600000.0, 75279300000.0, 76249300000.0, 252353000000.0, 75559400000.0, 76118600000.0, 188489000000.0, 76287800000.0, 74556000000.0, 75883500000.0, 75953500000.0, 75846500000.0, 75691200000.0, 76294200000.0, 188115000000.0, 75395500000.0, 75827400000.0, 75844700000.0, 75722300000.0, 75702900000.0, 75859500000.0, 252442000000.0, 75410500000.0, 188409000000.0, 76320200000.0, 75739300000.0, 251682000000.0, 188461000000.0, 75978600000.0, 254189000000.0, 75870700000.0, 75936400000.0, 75770300000.0, 75711000000.0] +--- Size of X before removing aberrants points from the dataset: 779 + --- Actual line: ['X_0' 'X_1' 'X_2' 'X_3' 'X_4' 'X_5' 'X_6' 'X_7' 'X_8' 'y'] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.08299887e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 0.0000000e+00 1.0000000e+00 0.0000000e+00 3.0000000e+00 1.1271403e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.18351179e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.11156932e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.74455364e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.40146902e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.23696089e+09] + 1.00000000e+00 1.28357512e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 3.0000000e+00 1.5072476e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.58617113e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.51033674e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.41931546e+10] --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.95710251e+09] + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.37044311e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.49419654e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.39042802e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.19587757e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.24221905e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.32444893e+10] --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.95623139e+09] + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.44988053e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.48788268e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.31843502e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.45157685e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.51484855e+10] --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.12859684e+10] + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.15635143e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.61985029e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.52275375e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.27141379e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.37125305e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.42044446e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.42887353e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.43955938e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.50344514e+10] --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.09670707e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 9.94906081e+08] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 3.99867244e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.41777809e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.52783486e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.48746218e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.32802654e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.13086225e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 6.50165467e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.15333203e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.46555792e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.48234234e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.29774232e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.10676521e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.24701962e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 8.08982947e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.53278806e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 8.96402736e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.26580997e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.39038162e+10] + --- Actual line: [1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 + 1.000000e+00 0.000000e+00 3.000000e+00 3.000000e+00 1.447178e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.16672909e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.40923472e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.41660717e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.43340405e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 8.32112901e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 7.24984413e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.01992942e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.45639693e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.45943429e+10] + --- Actual line: [1.000000e+00 1.000000e+00 1.000000e+00 0.000000e+00 1.000000e+00 + 1.000000e+00 1.000000e+00 2.000000e+00 0.000000e+00 1.544082e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.59884883e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.65005585e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.04994483e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 3.0000000e+00 1.2057461e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.30260064e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.44749431e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.08908023e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.37892805e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.34012049e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.20636152e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.37530016e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.59293501e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.03466543e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.03121168e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.40977112e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 6.80614731e+09] - --- Actual line: [0. 0. 0. 0. 0. 0. - 0. 0. 0. 0. 0.08333333] - --- Actual line: [0. 0. 0. 0. 0. 0. - 0. 0. 0. 0. 0.08333333] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.01698776e+09] + 2.00000000e+00 1.19692964e+10] --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.98022939e+09] + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.37841295e+10] --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.37724029e+09] + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.58046794e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.21848008e+09] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 6.0035541e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.41517778e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.53310511e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.28357512e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.58728395e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.40954062e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.49258187e+10] --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 8.29655195e+09] - --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 - 2.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 - 9.4008818e+09] - --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 - 2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 9.9634342e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 3.30772055e+09] - --- Actual line: [0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 - 2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 5.7896169e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 7.66577233e+09] + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.40453581e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.23172733e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.18177467e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.38291546e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.58649827e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.35610137e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.26167682e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.37126057e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.37430031e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.43905184e+10] --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.07215135e+09] + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.40877016e+10] --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.82295876e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.14998029e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.61113315e+09] - --- Actual line: [2.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 - 2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 - 8.2244282e+09] - --- Actual line: [0. 0. 0. 0. 0. 0. - 0. 0. 0. 0. 0.08333333] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 9.97516185e+08] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.01499657e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.01012244e+09] + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.24777428e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.1913314e+10] --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 2.01861975e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.99885665e+09] + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.76512063e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.50120171e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.50529412e+10] --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 2.90539736e+09] + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.27854185e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.19024664e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.30700673e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.4223092e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.36774769e+10] --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 3.02905469e+09] + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.48003434e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.45222612e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.35851845e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.53029447e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 9.9389747e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.26749781e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.58475089e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.34467703e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.44039916e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.18380601e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.38857067e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.18788265e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.23739864e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.34193784e+10] --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.05839922e+09] + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.25920003e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.62152871e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.16078901e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.57324972e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.41226182e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.52225306e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.50071509e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.0000000e+00 1.4778842e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.16911206e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.33612137e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.10634767e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.16072299e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.37728336e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.56667126e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.34515093e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 0.0000000e+00 3.0000000e+00 1.0395313e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.11168493e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.40475284e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.56866436e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.3830417e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.40800451e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.23214317e+10] --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.45006554e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.50704317e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.05155346e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 0.0000000e+00 3.0000000e+00 1.2840399e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.51233765e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.42495002e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.32296657e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.14593086e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.02669173e+09] - --- Actual line: [0.000000e+00 1.000000e+00 1.000000e+00 0.000000e+00 0.000000e+00 - 0.000000e+00 1.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 - 5.947637e+09] + 3.00000000e+00 1.33203504e+10] --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.06843885e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.37661787e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.44607304e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.4639638e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.38226171e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.05839146e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.03552563e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.32660051e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.05901812e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.06223342e+09] + 0.00000000e+00 7.21933048e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.56712056e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.41036363e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.08901025e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.22202928e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.44462326e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.47781868e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.43133185e+10] --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.00753333e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.58243873e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.23609555e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 3.13983572e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 8.35435847e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 8.40774185e+09] - --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 - 2.0750332e+09] - --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 - 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 - 9.9143401e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 2.74541242e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.41299218e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.51501149e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.51597611e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.29764633e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.40529769e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.43206362e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.41239547e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 7.04309671e+09] - --- Actual line: [1.000000e+00 1.000000e+00 0.000000e+00 0.000000e+00 1.000000e+00 - 0.000000e+00 0.000000e+00 1.000000e+00 0.000000e+00 1.000000e+00 - 8.950388e+09] + 1.00000000e+00 1.17426711e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.24424846e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.36947093e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.51113099e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.14617384e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.25135616e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.08719878e+10] + --- Actual line: [1.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 3.0000000e+00 1.0000000e+00 1.3345451e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.52480166e+10] + --- Actual line: [1.000000e+00 1.000000e+00 0.000000e+00 1.000000e+00 1.000000e+00 + 1.000000e+00 0.000000e+00 0.000000e+00 2.000000e+00 1.210815e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.37404161e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.36201928e+10] --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.36351203e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.17422712e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.46571903e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.45081449e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.53859883e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.30252938e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.22956161e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.35691654e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.18560432e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 4.53397534e+09] + 3.00000000e+00 1.40194057e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.29080559e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.43619764e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.45091553e+10] --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 9.82009584e+09] + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.34687572e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 3.0000000e+00 1.3852123e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.53385055e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.37309449e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.1787671e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.47266513e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.49333524e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 2.0000000e+00 1.0000000e+00 1.4254436e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.39852903e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.51068127e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.76305587e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.05697184e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.34900882e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.27403953e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.42144794e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.25974412e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.30534329e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.35173678e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.42811851e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.15326021e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.2054278e+10] --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 7.85471912e+09] + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.34185321e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.51704782e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.49301419e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.39979171e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.46502115e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.35853691e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.12161315e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.37319631e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.08877549e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.16051016e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 3.2921052e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.36628074e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.54326703e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.37670126e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.39675339e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.55280468e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.47928994e+10] --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 5.32589129e+09] - --- Actual line: [0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 - 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 6.3367742e+09] + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.20354903e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.43599346e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.34946757e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.42637888e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.38267645e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.45156421e+10] --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 4.96936387e+09] + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.20173675e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.40959228e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.02289128e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 0.0000000e+00 1.4384743e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.08315019e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 2.0000000e+00 1.2684319e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.5834385e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.55959282e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.40048961e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.35454919e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.45768557e+10] --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.20802272e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 2.0000000e+00 1.3277356e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.35833761e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.08703096e+10] + 3.00000000e+00 1.32258163e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.27016708e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.36955158e+10] --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 3.84528126e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 9.20191768e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.57906788e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.4598327e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.20898518e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 3.83995085e+09] - --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 - 1.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 - 6.1452617e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.30629839e+09] + 2.00000000e+00 1.17836429e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.29186949e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.35599656e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.37435508e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.53125053e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.06328909e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 7.10429099e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 5.60902829e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.02693655e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 5.35876963e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 5.41307149e+09] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 0.0000000e+00 5.5246177e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 5.88301045e+09] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 2.0000000e+00 9.8808371e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.04027097e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.04781384e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.02758976e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 5.52001281e+09] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 3.0000000e+00 2.0000000e+00 1.0467861e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.53624023e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.05208007e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.05716738e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 5.30315485e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.05243549e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.14646991e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 2.75149756e+09] --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.15349662e+09] + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.11195876e+09] --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.44342352e+09] + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.49238675e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.83825219e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 9.15764371e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.72591788e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.79332038e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.27052579e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.07563776e+10] --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.51911731e+09] + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.08601009e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.32669877e+10] --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.44857583e+09] + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.90917027e+09] --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.53949528e+09] + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.43226132e+10] --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.47324607e+09] + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.15955441e+10] --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 3.14516839e+09] + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.49873288e+09] --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 3.33104602e+09] + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.17504872e+10] --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.72413122e+09] - --- Actual line: [0.000000e+00 1.000000e+00 0.000000e+00 0.000000e+00 1.000000e+00 - 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 0.000000e+00 - 9.166575e+09] - --- Actual line: [1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 6.5400085e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.24543176e+09] + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.00844081e+10] --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 3.32139844e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.54942036e+09] + 3.00000000e+00 9.84837785e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.27981795e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.52510886e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.16421121e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.24468003e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.14737116e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.14646991e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.49236846e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.72580907e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.07563776e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.28772387e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 1.6232148e+10] --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.22994564e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.26300805e+09] + 0.00000000e+00 1.72762382e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.60890354e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.72703332e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.00844081e+10] --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 9.84837785e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.14737117e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.15955441e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.30419857e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.34384001e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.31750459e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.4023082e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.41093873e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.50678657e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.06625268e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.33793583e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.22923212e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.34042687e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.38542635e+09] + 1.00000000e+00 1.49118634e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 3.0000000e+00 1.4253217e+10] --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 5.04060205e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.92827846e+09] + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.44279949e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.02985869e+10] --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.35492359e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.53866985e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.45682552e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.49826875e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.34349373e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.46285661e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 5.82139946e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.80910267e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 8.79577099e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.11935579e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.41939403e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.63251939e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.36715057e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 8.89568915e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.29104723e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.24688746e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.23623911e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.60776098e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.46021001e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.46620901e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 9.42889201e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 7.28268469e+09] + 3.00000000e+00 1.34385482e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.37204513e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.24225609e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.37862959e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.28550401e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.43992006e+10] --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.08806232e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.3323687e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 7.59520591e+09] - --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 - 0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 - 9.0806727e+09] + 3.00000000e+00 1.18311692e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.42863878e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.35065595e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 3.0000000e+00 1.5017969e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.45861685e+10] --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 2.99152203e+09] + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.52747546e+10] --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 8.75449762e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.84910873e+09] + 0.00000000e+00 1.48219513e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 4.99298486e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.50491354e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.23001835e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.49019082e+10] --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.14688763e+10] + 0.00000000e+00 1.62395925e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.26890993e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 2.0000000e+00 1.2790717e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.42216357e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.44018342e+10] --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.28080824e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.52035759e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.50977124e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.28945407e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.14789608e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.80776903e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.14965257e+10] + --- Actual line: [1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 2.0000000e+00 2.0000000e+00 1.4357811e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.46632081e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.31640091e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.05427403e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.16456327e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.43715535e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.28316006e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 0.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.2484488e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.50997869e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.29882275e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.47681257e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.24218819e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.35679503e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.17466713e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.22107726e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.32922868e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.55429381e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 0.0000000e+00 0.0000000e+00 2.0000000e+00 0.0000000e+00 1.2373818e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.22662061e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.51210897e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.43548843e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 4.99006976e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.62848414e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.26492453e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.22487626e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 3.0000000e+00 1.3410884e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.38615508e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.26196182e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 8.33604255e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 7.87829608e+09] + 2.00000000e+00 1.35750599e+10] --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.09322735e+09] - --- Actual line: [0.000000e+00 1.000000e+00 1.000000e+00 0.000000e+00 1.000000e+00 - 1.000000e+00 1.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 - 6.788175e+09] - --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 - 0.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 - 9.6072554e+09] + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.35329351e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 7.61197211e+09] --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00009901e+10] + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 5.64248111e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.06601171e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 8.56340344e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.60894833e+10] --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.87122529e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.77136622e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.31455794e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.14174019e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 2.0000000e+00 1.4000308e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 6.65708047e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 5.19421157e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.80698124e+09] + 3.00000000e+00 1.07781036e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.31259434e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.37093911e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.33406796e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.1201156e+10] --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.24401382e+09] + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.15226888e+10] --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.09831694e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.26011081e+10] + --- Actual line: [1.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 3.0000000e+00 1.2257065e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.10129248e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.2667865e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.02277516e+10] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 3.74220685e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 7.48749588e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.02860764e+10] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 8.78209857e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 9.75058016e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.01999704e+10] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.35383694e+09] - --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 - 0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 5.1624627e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.24284338e+09] + 0.00000000e+00 1.01354604e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.04481854e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.13522454e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0275982e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.21849579e+10] --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.57130141e+09] + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.47544418e+10] --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.37654233e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.47921209e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.44944279e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 7.52995038e+09] - --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 - 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 - 9.1655668e+09] + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.28506129e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.19421665e+10] --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.47780933e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.27119883e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.05789209e+10] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.67017963e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.41309361e+09] - --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 - 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 - 6.6814996e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.38440835e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.05341221e+10] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 5.25626942e+09] + 1.00000000e+00 1.33523114e+10] --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.52117986e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 8.62254796e+09] + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.98996083e+09] --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.29232447e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.00528465e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.51207566e+09] + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.21449426e+10] --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 3.55026645e+09] + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.34686302e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.07102502e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.09848464e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.24761705e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.35027843e+10] --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.90678162e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.09475666e+10] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 9.63966917e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 8.30868424e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.00090016e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 8.82347751e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 8.41127784e+09] + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.34892511e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0229007e+10] --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 8.44780104e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 6.63407126e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.25218683e+09] + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.19979603e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.39857793e+10] --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 7.39316871e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 6.05759562e+09] + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.18398261e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.13987003e+10] --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 3.75144431e+09] + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.34231071e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.18982887e+10] --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.06190255e+10] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.13849962e+10] - --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 - 2.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 6.0026892e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 8.26261908e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.24334017e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 5.23628747e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 7.52275634e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00700472e+10] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 6.78877408e+09] - --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 - 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 - 1.0098613e+10] + 2.00000000e+00 1.20433899e+10] --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 6.59121918e+09] - --- Actual line: [1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 - 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 - 7.4673676e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 5.33623625e+09] + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.11383506e+10] --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.09659584e+10] + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.29170929e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.18446643e+10] --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.14148736e+10] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.47024878e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.32931349e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.43375342e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.81950875e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.34612874e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 3.0000000e+00 1.3202209e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.3313576e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.17630175e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.26726008e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.21275331e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.19227837e+09] + 3.00000000e+00 1.06502511e+10] --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.19788846e+09] + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.25266245e+09] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 0.0000000e+00 1.3912637e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.17493902e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.15034556e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.29667041e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.33265634e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.21587199e+10] --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 6.20701641e+09] + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.47721397e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.38855911e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.60287492e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.39595981e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.49141319e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.5954256e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.05659883e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.58593215e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.30187314e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.20274418e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.25503898e+10] --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.02305583e+09] + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.38264586e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.47514165e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.43964435e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.47483272e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.42368007e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.49171798e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.42439591e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.56734162e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.59293248e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 3.0000000e+00 1.3084073e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.30421797e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.59037379e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.45223666e+10] + --- Actual line: [2.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 + 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.669555e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.54786781e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.44633867e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.43976042e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.47708306e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.35264002e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.0884176e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.32363199e+10] --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.53808057e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.45513809e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.42460695e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.15235518e+10] + 2.00000000e+00 1.31207767e+10] --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 9.96979153e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.49383048e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.26557287e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.30047975e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.06503505e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.12744259e+09] - --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 - 1.0475526e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 7.50401465e+09] + 3.00000000e+00 1.13922335e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.38715302e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.18723391e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 7.4235743e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.36572468e+10] --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 3.21187108e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.49847081e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 0.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.3684477e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.47893552e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.42876737e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.33868271e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 9.27721238e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.02255867e+10] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.52893013e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.05547011e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 9.98093641e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.42243869e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 8.32792019e+09] + 0.00000000e+00 8.46517849e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 3.44467677e+09] --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.00743385e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.40716958e+09] - --- Actual line: [2.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 - 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 6.7438614e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 7.54386759e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 8.95543774e+09] + 0.00000000e+00 8.51353652e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.51084332e+10] --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 9.68157306e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.56374711e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.33840126e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00172497e+10] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 9.15239656e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 9.11651822e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.88675607e+09] + 0.00000000e+00 1.09921879e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.5452392e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.34712792e+10] --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 9.94520194e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.93862738e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 8.51339156e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 2.11718626e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 6.25433895e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 2.78023365e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 9.44242481e+09] + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.10813024e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.28592389e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 0.0000000e+00 0.0000000e+00 3.0000000e+00 0.0000000e+00 1.0849423e+10] + --- Actual line: [1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 3.0000000e+00 1.3609238e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.38745711e+10] --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 9.87615304e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.14787541e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.75986264e+09] - --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 - 2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 - 1.0558458e+10] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 3.62984312e+09] + 0.00000000e+00 8.55893253e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.27294645e+10] + --- Actual line: [1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.2611406e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.25045329e+10] --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 8.73782166e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.15254112e+10] + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.41198863e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.24431658e+10] --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.28181103e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.53331902e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.47338116e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 3.0000000e+00 2.0000000e+00 1.3560885e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.44090558e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.25867067e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.47531358e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.39904949e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 8.47996608e+09] + 0.00000000e+00 1.15884121e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.27979032e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.12597397e+10] --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 9.25865916e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.73079416e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.05755981e+10] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.44173265e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 7.52439786e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.13216989e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 7.96463701e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 8.99312925e+09] + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.31961114e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.60706595e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.15302086e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.37178351e+10] --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 6.61152654e+09] - --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 - 2.0835113e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.96314355e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.02057791e+10] + 0.00000000e+00 5.05443628e+09] --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00658609e+10] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.48757602e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.31448716e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 7.51450299e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 8.54751994e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 9.70506313e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.56767392e+09] + 2.00000000e+00 1.25164121e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.36834284e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.27552159e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.20806796e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.47369817e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.27983291e+10] --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.14489854e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.20556016e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.54972834e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.80426894e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 2.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 5.32850216e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.15290654e+10] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.43632682e+09] + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.16258251e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.23565711e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.38833934e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.14727579e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.33944657e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.09215136e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 0.0000000e+00 0.0000000e+00 3.0000000e+00 3.0000000e+00 1.2257065e+10] --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.23187678e+09] + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.32096906e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.22365022e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 4.71802711e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.44443128e+10] --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.34357694e+09] + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.18521749e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.07110762e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.41854636e+10] --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.91070455e+09] + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.32688115e+10] --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.12451407e+10] + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.11846064e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.34844309e+10] --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.54910694e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.06044989e+10] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.02336758e+10] - --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 - 1.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 - 7.7934426e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 9.12175722e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.55576403e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.34512379e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.52826682e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.23269603e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 9.7832042e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.12330269e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.23849777e+09] + 0.00000000e+00 1.10683871e+10] --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 9.96184613e+09] + 1.00000000e+00 1.41506764e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.20706762e+10] --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 5.24658972e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 3.45247836e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.04357663e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.32855055e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.49043735e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.25303862e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.48854047e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.28095098e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.05405733e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.09214779e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.15282945e+10] - --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0] ---- Computing the list of the 10 first neighbours of '0303-1010' + 2.00000000e+00 1.29204976e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.16485764e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.28124968e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.36925904e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.42374088e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.25164435e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.35332648e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.21312406e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.33210425e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.28453472e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.08441522e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.35068878e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.02998492e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.32850643e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.14601097e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.23365865e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.30344958e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.26702084e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.04812794e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 7.49636426e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.06795049e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.19274809e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.24537499e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.26603272e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.12305291e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.29403772e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.50765891e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.39017287e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.27979032e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 9.26560792e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.66828127e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.56809614e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.26613211e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.39401577e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.18093173e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.36541699e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.67746722e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.34844491e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.47631111e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.37678087e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.41617384e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.43376781e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.46203105e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.32016192e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.05107104e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.24317806e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.37699699e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.12949171e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.31505754e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 0.0000000e+00 3.0000000e+00 3.0000000e+00 1.2879909e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.42323025e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.44434992e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.23379214e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.16688838e+10] + --- Actual line: [2.000000e+00 1.000000e+00 1.000000e+00 0.000000e+00 1.000000e+00 + 1.000000e+00 1.000000e+00 2.000000e+00 3.000000e+00 1.488587e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.26481734e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.21334927e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.1963268e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.42649079e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.4577047e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.22843332e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.41576683e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.56853641e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.07421424e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.28683733e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.35878427e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.39724519e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.48466637e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.28602973e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.47651581e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 3.28452529e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.40906196e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.13550556e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.28190173e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.43386238e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.72120911e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.38905866e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.53392148e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.46390379e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.13416362e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.26571704e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.46711373e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.29533343e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.25723493e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.31444044e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.60985312e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.29327291e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.15270985e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.27973791e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.44296396e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.44748803e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.25242658e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.24791131e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.35471984e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.19370345e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.39844688e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.45639269e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.37285697e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 9.4223177e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.17434847e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.17333571e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.23074197e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.91909489e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.09202733e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.66286272e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.07209633e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.17547489e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.17395832e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.30084177e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.25142819e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.27330952e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.38674521e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.18876522e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.24690456e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.19162384e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.27140247e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.11178559e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.46646703e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.17866707e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.29774905e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.25013752e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.24436304e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 0.0000000e+00 2.0000000e+00 0.0000000e+00 1.1105916e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.36718857e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.46097801e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.26434558e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.76658036e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.17025858e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.0000000e+00 1.4055841e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.23773252e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.17756364e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.29357906e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.31932913e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.17101778e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.46817223e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.27207528e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 8.8804426e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.11799048e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0537108e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 5.92648784e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 9.99110791e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 5.80463907e+09] + --- Actual line: [1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 0.0000000e+00 1.1107569e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.06799725e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 6.01695578e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 5.95542957e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 6.03092659e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 5.81692959e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 5.74630082e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 5.79290369e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.07431349e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 6.00777406e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 5.68223789e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.10992226e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 6.21863476e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 5.71618022e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 6.13470587e+09] + --- Actual line: [0.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 5.9332744e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 6.01221682e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 5.86331441e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 6.02899949e+09] + --- Actual line: [1.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.0000000e+00 1.0913492e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 5.58796576e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 6.07902736e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 6.02678302e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 6.05576145e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 5.81050772e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.26633163e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.05784173e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.91152807e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.06043527e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 6.48445352e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 5.85253942e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.03140632e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.13539339e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 2.0000000e+00 2.0000000e+00 5.8956007e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.02817085e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 5.94106464e+09] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 3.0000000e+00 3.0000000e+00 5.8685446e+09] + --- Actual line: [1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 3.0000000e+00 3.0000000e+00 6.0214484e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 5.57736927e+09] + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '101111-1-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, first computation result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0303-1010' +--- Ordered by distance, Printing the list of the 10 first neighbours of '101111-1-0' --- Neighbour 0 in the list of neghbours, And at position 0 in the X datas point -------------- - --- Configuration: 0303-1010 + --- Configuration: 101111-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 8236960890.90969 - --- Energy: 61.00540758755291 - --- Workload: 502499000000.0 + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 14 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 3 in the X datas point -------------- - --- Configuration: 3303-1010 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9340120487.55429 - --- Energy: 67.3857084084629 - --- Workload: 629393000000.0 + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 87 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 167 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6928278461.367919 - --- Energy: 53.6166443408558 - --- Workload: 371471000000.0 + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 231 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 172 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7144898542.440698 - --- Energy: 51.89988274563883 - --- Workload: 370819000000.0 + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 211 in the X datas point -------------- - --- Configuration: 0303-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 113 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 321 in the X datas point -------------- - --- Configuration: 3303-1011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10227751572.005417 - --- Energy: 73.37868558375581 - --- Workload: 750499000000.0 + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 142 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 358 in the X datas point -------------- - --- Configuration: 0300-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3550266447.4968843 - --- Energy: 34.61491775303547 - --- Workload: 122892000000.0 + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 211 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 427 in the X datas point -------------- - --- Configuration: 0303-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8479966080.135679 - --- Energy: 59.193870361299275 - --- Workload: 501963000000.0 + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 442 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 101011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 455 in the X datas point -------------- - --- Configuration: 0003-1001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6806147312.252427 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Configuration: 101111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14337534230.862976 + --- Energy: 42.54593968589113 + --- Workload: 610004000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0303-1010' ---- Neighbour 0 in the list of neghbours, And at position 142 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '101111-1-0' +--- Neighbour 0 in the list of neghbours, And at position 3 in the X datas point -------------- - --- Configuration: 0300-0010 + --- Configuration: 101110-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 3550266447.4968843 - --- Energy: 34.61491775303547 - --- Workload: 122892000000.0 + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 172 in the X datas point -------------- - --- Configuration: 0303-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 231 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 321 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7144898542.440698 - --- Energy: 51.89988274563883 - --- Workload: 370819000000.0 + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 427 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 87 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 442 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6928278461.367919 - --- Energy: 53.6166443408558 - --- Workload: 371471000000.0 + --- Configuration: 101011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 167 in the X datas point -------------- - --- Configuration: 0003-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6806147312.252427 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 211 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 0 in the X datas point -------------- - --- Configuration: 0303-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8479966080.135679 - --- Energy: 59.193870361299275 - --- Workload: 501963000000.0 + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 455 in the X datas point -------------- - --- Configuration: 0303-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8236960890.90969 - --- Energy: 61.00540758755291 - --- Workload: 502499000000.0 + --- Configuration: 101111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14337534230.862976 + --- Energy: 42.54593968589113 + --- Workload: 610004000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 14 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 211 in the X datas point -------------- - --- Configuration: 3303-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9340120487.55429 - --- Energy: 67.3857084084629 - --- Workload: 629393000000.0 + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 113 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 358 in the X datas point -------------- - --- Configuration: 3303-1011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10227751572.005417 - --- Energy: 73.37868558375581 - --- Workload: 750499000000.0 + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 87 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 442 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Energy efficiency: 6928278461.367919 - --- Energy: 53.6166443408558 - --- Workload: 371471000000.0 + --- Configuration: 101011-1-0 + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (53.6166443408558 mAh) it is NOT far from the median. ---- Median :53.6166443408558, the gap is : 10 ---- So No we don't romove this configuration '0303-1010' - --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '0033-3000' +--- The energy of the current configuration (33.39150595873643 mAh) it is NOT far from the median. +--- Median :33.39150595873643, the gap is : 10 +--- So No we don't romove this configuration '101111-1-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '011001-0-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0033-3000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '011001-0-3' --- Neighbour 0 in the list of neghbours, And at position 1 in the X datas point -------------- - --- Configuration: 0033-3000 + --- Configuration: 011001-0-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Energy efficiency: 11271402985.343796 + --- Energy: 64.71129799002061 + --- Workload: 729387000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 228 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 346 in the X datas point -------------- - --- Configuration: 0333-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8547519937.090253 - --- Energy: 58.44164899316907 - --- Workload: 499532000000.0 + --- Configuration: 011101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422560861.231298 + --- Energy: 53.13375305902614 + --- Workload: 660057000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 22 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 378 in the X datas point -------------- - --- Configuration: 3333-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9400881802.713095 - --- Energy: 66.34289826476824 - --- Workload: 623684000000.0 + --- Configuration: 111101-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11645632713.048117 + --- Energy: 67.4694443841449 + --- Workload: 785724000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 89 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 510 in the X datas point -------------- - --- Configuration: 0030-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4809102669.532892 - --- Energy: 35.93660318178646 - --- Workload: 172823000000.0 + --- Configuration: 111011-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11392233458.761824 + --- Energy: 69.72901800554702 + --- Workload: 794369000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 102 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 36 in the X datas point -------------- - --- Configuration: 0033-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8336042547.16116 - --- Energy: 59.96771726749321 - --- Workload: 499893000000.0 + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 126 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 39 in the X datas point -------------- - --- Configuration: 0002-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5449442794.474265 - --- Energy: 38.132247384977575 - --- Workload: 207799000000.0 + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 145 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 55 in the X datas point -------------- - --- Configuration: 3333-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9639669166.554203 - --- Energy: 64.97706889442466 - --- Workload: 626356000000.0 + --- Configuration: 011010-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 212 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 75 in the X datas point -------------- - --- Configuration: 0022-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9258659160.980307 - --- Energy: 46.9330182291436 - --- Workload: 434536000000.0 + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 94 in the X datas point -------------- - --- Configuration: 0022-0030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7249844128.351241 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 23 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 142 in the X datas point -------------- - --- Configuration: 3333-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9963434196.49885 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0033-3000' ---- Neighbour 0 in the list of neghbours, And at position 89 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '011001-0-3' +--- Neighbour 0 in the list of neghbours, And at position 36 in the X datas point -------------- - --- Configuration: 0030-2000 + --- Configuration: 110001-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 4809102669.532892 - --- Energy: 35.93660318178646 - --- Workload: 172823000000.0 + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 126 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 346 in the X datas point -------------- - --- Configuration: 0002-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5449442794.474265 - --- Energy: 38.132247384977575 - --- Workload: 207799000000.0 + --- Configuration: 011101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422560861.231298 + --- Energy: 53.13375305902614 + --- Workload: 660057000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 1 in the X datas point -------------- - --- Configuration: 0022-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7249844128.351241 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Configuration: 011001-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11271402985.343796 + --- Energy: 64.71129799002061 + --- Workload: 729387000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 212 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 378 in the X datas point -------------- - --- Configuration: 0022-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9258659160.980307 - --- Energy: 46.9330182291436 - --- Workload: 434536000000.0 + --- Configuration: 111101-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11645632713.048117 + --- Energy: 67.4694443841449 + --- Workload: 785724000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 1 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 55 in the X datas point -------------- - --- Configuration: 0033-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Configuration: 011010-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 228 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 510 in the X datas point -------------- - --- Configuration: 0333-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8547519937.090253 - --- Energy: 58.44164899316907 - --- Workload: 499532000000.0 + --- Configuration: 111011-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11392233458.761824 + --- Energy: 69.72901800554702 + --- Workload: 794369000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 102 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 75 in the X datas point -------------- - --- Configuration: 0033-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8336042547.16116 - --- Energy: 59.96771726749321 - --- Workload: 499893000000.0 + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 145 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 142 in the X datas point -------------- - --- Configuration: 3333-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9639669166.554203 - --- Energy: 64.97706889442466 - --- Workload: 626356000000.0 + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 22 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 94 in the X datas point -------------- - --- Configuration: 3333-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9400881802.713095 - --- Energy: 66.34289826476824 - --- Workload: 623684000000.0 + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 23 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 39 in the X datas point -------------- - --- Configuration: 3333-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9963434196.49885 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 1 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 55 in the X datas point -------------- - --- Configuration: 0033-3000 - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Configuration: 011010-1-3 + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (53.35616382684589 mAh) it is NOT far from the median. ---- Median :53.35616382684589, the gap is : 10 ---- So No we don't romove this configuration '0033-3000' - --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '0303-0100' +--- The energy of the current configuration (68.32437278660214 mAh) it is NOT far from the median. +--- Median :68.32437278660214, the gap is : 10 +--- So No we don't romove this configuration '011001-0-3' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '110111-0-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0303-0100' +--- Ordered by distance, Printing the list of the 10 first neighbours of '110111-0-1' --- Neighbour 0 in the list of neghbours, And at position 2 in the X datas point -------------- - --- Configuration: 0303-0100 + --- Configuration: 110111-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 171 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 33 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [1.] - --- Energy efficiency: 7192278369.94203 - --- Energy: 51.67993691242756 - --- Workload: 371696000000.0 + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 90 in the X datas point -------------- - --- Configuration: 0303-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 87 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 675 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6928278461.367919 - --- Energy: 53.6166443408558 - --- Workload: 371471000000.0 + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7533921481.470321 + --- Energy: 27.536240775049926 + --- Workload: 207456000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 122 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 60 in the X datas point -------------- - --- Configuration: 0200-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4242843383.922169 - --- Energy: 35.404255909220375 - --- Workload: 150215000000.0 + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 141 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 70 in the X datas point -------------- - --- Configuration: 0202-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7512075661.626064 - --- Energy: 40.5630522502661 - --- Workload: 304712000000.0 + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 179 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 80 in the X datas point -------------- - --- Configuration: 0300-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1047552602.8539523 - --- Energy: 28.209089181571862 - --- Workload: 29550500000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 231 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 111 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7144898542.440698 - --- Energy: 51.89988274563883 - --- Workload: 370819000000.0 + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 125 in the X datas point -------------- - --- Configuration: 0303-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8236960890.90969 - --- Energy: 61.00540758755291 - --- Workload: 502499000000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 241 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0303-0100' ---- Neighbour 0 in the list of neghbours, And at position 179 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '110111-0-1' +--- Neighbour 0 in the list of neghbours, And at position 60 in the X datas point -------------- - --- Configuration: 0300-0000 + --- Configuration: 110101-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 1047552602.8539523 - --- Energy: 28.209089181571862 - --- Workload: 29550500000.0 + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 122 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 90 in the X datas point -------------- - --- Configuration: 0200-0100 - --- Distance from that configuration: [1.] - --- Energy efficiency: 4242843383.922169 - --- Energy: 35.404255909220375 - --- Workload: 150215000000.0 + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 141 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 70 in the X datas point -------------- - --- Configuration: 0202-0200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7512075661.626064 - --- Energy: 40.5630522502661 - --- Workload: 304712000000.0 + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 675 in the X datas point -------------- - --- Configuration: 0303-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7533921481.470321 + --- Energy: 27.536240775049926 + --- Workload: 207456000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 171 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 2 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7192278369.94203 - --- Energy: 51.67993691242756 - --- Workload: 371696000000.0 + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 231 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 241 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7144898542.440698 - --- Energy: 51.89988274563883 - --- Workload: 370819000000.0 + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 33 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 87 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 125 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6928278461.367919 - --- Energy: 53.6166443408558 - --- Workload: 371471000000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 111 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 80 in the X datas point -------------- - --- Configuration: 0303-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8236960890.90969 - --- Energy: 61.00540758755291 - --- Workload: 502499000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 171 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 2 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Energy efficiency: 7192278369.94203 - --- Energy: 51.67993691242756 - --- Workload: 371696000000.0 + --- Configuration: 110111-0-1 + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (51.67993691242756 mAh) it is NOT far from the median. ---- Median :51.67993691242756, the gap is : 10 ---- So No we don't romove this configuration '0303-0100' - --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '2222-0220' +--- The energy of the current configuration (36.734913097035495 mAh) it is NOT far from the median. +--- Median :36.734913097035495, the gap is : 10 +--- So No we don't romove this configuration '110111-0-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '101110-1-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2222-0220' +--- Ordered by distance, Printing the list of the 10 first neighbours of '101110-1-0' --- Neighbour 0 in the list of neghbours, And at position 3 in the X datas point -------------- - --- Configuration: 2222-0220 + --- Configuration: 101110-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 172 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 100 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 427 in the X datas point -------------- - --- Configuration: 2222-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11468876336.840899 - --- Energy: 53.84120579706395 - --- Workload: 617498000000.0 + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 125 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 0 in the X datas point -------------- - --- Configuration: 2220-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9479212087.891254 - --- Energy: 49.57175430186782 - --- Workload: 469901000000.0 + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 152 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 89 in the X datas point -------------- - --- Configuration: 2220-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8252186829.509821 - --- Energy: 42.07453960416718 - --- Workload: 347206000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 156 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 141 in the X datas point -------------- - --- Configuration: 2022-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10619025470.794495 - --- Energy: 49.81557674440745 - --- Workload: 528993000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 167 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 417 in the X datas point -------------- - --- Configuration: 2020-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7467367603.572389 - --- Energy: 42.10385161103808 - --- Workload: 314406000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 170 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 167 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11414873580.275099 - --- Energy: 57.359112207692405 - --- Workload: 654747000000.0 + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 232 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 209 in the X datas point -------------- - --- Configuration: 2002-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9205560158.335634 - --- Energy: 47.19609116514537 - --- Workload: 434467000000.0 + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 236 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 211 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11529065350.201126 - --- Energy: 56.827789322012976 - --- Workload: 655171000000.0 + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2222-0220' ---- Neighbour 0 in the list of neghbours, And at position 152 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '101110-1-0' +--- Neighbour 0 in the list of neghbours, And at position 3 in the X datas point -------------- - --- Configuration: 2220-0330 + --- Configuration: 101110-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 8252186829.509821 - --- Energy: 42.07453960416718 - --- Workload: 347206000000.0 + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 167 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 172 in the X datas point -------------- - --- Configuration: 2020-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7467367603.572389 - --- Energy: 42.10385161103808 - --- Workload: 314406000000.0 + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 232 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 209 in the X datas point -------------- - --- Configuration: 2002-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9205560158.335634 - --- Energy: 47.19609116514537 - --- Workload: 434467000000.0 + --- Configuration: 222220-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 125 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 89 in the X datas point -------------- - --- Configuration: 2220-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9479212087.891254 - --- Energy: 49.57175430186782 - --- Workload: 469901000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 156 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 427 in the X datas point -------------- - --- Configuration: 2022-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10619025470.794495 - --- Energy: 49.81557674440745 - --- Workload: 528993000000.0 + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 100 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 141 in the X datas point -------------- - --- Configuration: 2222-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11468876336.840899 - --- Energy: 53.84120579706395 - --- Workload: 617498000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 417 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 236 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 167 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11529065350.201126 - --- Energy: 56.827789322012976 - --- Workload: 655171000000.0 + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 170 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 0 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11414873580.275099 - --- Energy: 57.359112207692405 - --- Workload: 654747000000.0 + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 211 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 156 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 427 in the X datas point -------------- - --- Configuration: 2022-0330 - --- Energy efficiency: 10619025470.794495 - --- Energy: 49.81557674440745 - --- Workload: 528993000000.0 + --- Configuration: 101110-1-0 + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (49.81557674440745 mAh) it is NOT far from the median. ---- Median :49.81557674440745, the gap is : 10 ---- So No we don't romove this configuration '2222-0220' - --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '3000-1110' +--- The energy of the current configuration (33.06575864579996 mAh) it is NOT far from the median. +--- Median :33.06575864579996, the gap is : 10 +--- So No we don't romove this configuration '101110-1-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '111101-0-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3000-1110' +--- Ordered by distance, Printing the list of the 10 first neighbours of '111101-0-0' --- Neighbour 0 in the list of neghbours, And at position 4 in the X datas point -------------- - --- Configuration: 3000-1110 + --- Configuration: 111101-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 70 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 60 in the X datas point -------------- - --- Configuration: 3000-1100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6443423519.784533 - --- Energy: 43.3608751201712 - --- Workload: 279393000000.0 + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 44 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 650 in the X datas point -------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 + --- Configuration: 101101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6233792140.43487 + --- Energy: 26.21709253261557 + --- Workload: 163432000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 71 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 38 in the X datas point -------------- - --- Configuration: 3000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6519117311.516021 - --- Energy: 42.79271109577192 - --- Workload: 278971000000.0 + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 180 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 54 in the X datas point -------------- - --- Configuration: 3030-0110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7504014647.836593 - --- Energy: 41.82593528076137 - --- Workload: 313863000000.0 + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 237 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 90 in the X datas point -------------- - --- Configuration: 3003-0110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8436326823.301135 - --- Energy: 59.49080386456649 - --- Workload: 501884000000.0 + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 14 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 146 in the X datas point -------------- - --- Configuration: 3303-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9340120487.55429 - --- Energy: 67.3857084084629 - --- Workload: 629393000000.0 + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 149 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 152 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 167 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3000-1110' ---- Neighbour 0 in the list of neghbours, And at position 18 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111101-0-0' +--- Neighbour 0 in the list of neghbours, And at position 650 in the X datas point -------------- - --- Configuration: 3000-0000 + --- Configuration: 101101-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Energy efficiency: 6233792140.43487 + --- Energy: 26.21709253261557 + --- Workload: 163432000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 60 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 44 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 90 in the X datas point -------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 4 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 180 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 149 in the X datas point -------------- - --- Configuration: 3030-0110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7504014647.836593 - --- Energy: 41.82593528076137 - --- Workload: 313863000000.0 + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 71 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 54 in the X datas point -------------- - --- Configuration: 3000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6519117311.516021 - --- Energy: 42.79271109577192 - --- Workload: 278971000000.0 + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 70 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 167 in the X datas point -------------- - --- Configuration: 3000-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6443423519.784533 - --- Energy: 43.3608751201712 - --- Workload: 279393000000.0 + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 152 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 237 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 146 in the X datas point -------------- - --- Configuration: 3003-0110 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8436326823.301135 - --- Energy: 59.49080386456649 - --- Workload: 501884000000.0 + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 14 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 38 in the X datas point -------------- - --- Configuration: 3303-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9340120487.55429 - --- Energy: 67.3857084084629 - --- Workload: 629393000000.0 + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 180 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 149 in the X datas point -------------- - --- Configuration: 3030-0110 - --- Energy efficiency: 7504014647.836593 - --- Energy: 41.82593528076137 - --- Workload: 313863000000.0 + --- Configuration: 111011-0-0 + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (41.82593528076137 mAh) it is NOT far from the median. ---- Median :41.82593528076137, the gap is : 10 ---- So No we don't romove this configuration '3000-1110' - --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '0030-0000' +--- The energy of the current configuration (28.6387646642511 mAh) it is NOT far from the median. +--- Median :28.6387646642511, the gap is : 10 +--- So No we don't romove this configuration '111101-0-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '111110-1-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0030-0000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '111110-1-2' --- Neighbour 0 in the list of neghbours, And at position 5 in the X datas point -------------- - --- Configuration: 0030-0000 + --- Configuration: 111110-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 199 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 65 in the X datas point -------------- - --- Configuration: 3030-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2117186259.461176 - --- Energy: 28.69675782439391 - --- Workload: 60756400000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 124 in the X datas point -------------- - --- Configuration: 0020-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 131 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 325 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 80 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 85 in the X datas point -------------- - --- Configuration: 3030-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4306298392.02818 - --- Energy: 43.625602385234735 - --- Workload: 187865000000.0 + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 89 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 104 in the X datas point -------------- - --- Configuration: 0030-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4809102669.532892 - --- Energy: 35.93660318178646 - --- Workload: 172823000000.0 + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 179 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 106 in the X datas point -------------- - --- Configuration: 0300-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1047552602.8539523 - --- Energy: 28.209089181571862 - --- Workload: 29550500000.0 + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 249 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 111 in the X datas point -------------- - --- Configuration: 3030-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5246589716.684155 - --- Energy: 35.71821214035277 - --- Workload: 187399000000.0 + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0030-0000' ---- Neighbour 0 in the list of neghbours, And at position 179 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111110-1-2' +--- Neighbour 0 in the list of neghbours, And at position 106 in the X datas point -------------- - --- Configuration: 0300-0000 + --- Configuration: 011110-1-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 1047552602.8539523 - --- Energy: 28.209089181571862 - --- Workload: 29550500000.0 + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 199 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 325 in the X datas point -------------- - --- Configuration: 3030-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2117186259.461176 - --- Energy: 28.69675782439391 - --- Workload: 60756400000.0 + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 111 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 5 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 80 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 124 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 249 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 85 in the X datas point -------------- - --- Configuration: 3030-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5246589716.684155 - --- Energy: 35.71821214035277 - --- Workload: 187399000000.0 + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 89 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 65 in the X datas point -------------- - --- Configuration: 0030-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4809102669.532892 - --- Energy: 35.93660318178646 - --- Workload: 172823000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 131 in the X datas point -------------- - --- Configuration: 0020-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 104 in the X datas point -------------- - --- Configuration: 3030-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4306298392.02818 - --- Energy: 43.625602385234735 - --- Workload: 187865000000.0 + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 5 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 80 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 110111-1-2 + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (29.623247258891045 mAh) it is NOT far from the median. ---- Median :29.623247258891045, the gap is : 10 ---- So No we don't romove this configuration '0030-0000' - --- remove_aberrant_points: The value [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0] ---- Computing the list of the 10 first neighbours of '0020-0010' +--- The energy of the current configuration (64.195799103128 mAh) it is NOT far from the median. +--- Median :64.195799103128, the gap is : 10 +--- So No we don't romove this configuration '111110-1-2' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '303303-0-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0020-0010' +--- Ordered by distance, Printing the list of the 10 first neighbours of '303303-0-1' --- Neighbour 0 in the list of neghbours, And at position 6 in the X datas point -------------- - --- Configuration: 0020-0010 + --- Configuration: 303303-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 49 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 86 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 58 in the X datas point -------------- - --- Configuration: 0220-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5040602049.508794 - --- Energy: 36.67117347490831 - --- Workload: 184845000000.0 + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 110 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 180 in the X datas point -------------- - --- Configuration: 0110-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5194211570.625695 - --- Energy: 35.648662348871625 - --- Workload: 185167000000.0 + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 151 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 249 in the X datas point -------------- - --- Configuration: 0010-0011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6634071263.19351 - --- Energy: 41.98663362868059 - --- Workload: 278542000000.0 + --- Configuration: 333303-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13695515814.21211 + --- Energy: 75.8036384393518 + --- Workload: 1038170000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 155 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 262 in the X datas point -------------- - --- Configuration: 0200-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3751444306.0578322 - --- Energy: 34.495214714826176 - --- Workload: 129407000000.0 + --- Configuration: 222202-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10269365455.90848 + --- Energy: 18.3191369059882 + --- Workload: 188126000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 249 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 370 in the X datas point -------------- - --- Configuration: 3030-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5246589716.684155 - --- Energy: 35.71821214035277 - --- Workload: 187399000000.0 + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 387 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 531 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 003303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13471279232.675934 + --- Energy: 58.76194644449752 + --- Workload: 791599000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 550 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0020-0010' ---- Neighbour 0 in the list of neghbours, And at position 5 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '303303-0-1' +--- Neighbour 0 in the list of neghbours, And at position 262 in the X datas point -------------- - --- Configuration: 0030-0000 + --- Configuration: 222202-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Energy efficiency: 10269365455.90848 + --- Energy: 18.3191369059882 + --- Workload: 188126000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 49 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 58 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 387 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 155 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 550 in the X datas point -------------- - --- Configuration: 0200-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3751444306.0578322 - --- Energy: 34.495214714826176 - --- Workload: 129407000000.0 + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 110 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 6 in the X datas point -------------- - --- Configuration: 0110-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5194211570.625695 - --- Energy: 35.648662348871625 - --- Workload: 185167000000.0 + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 249 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 531 in the X datas point -------------- - --- Configuration: 3030-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5246589716.684155 - --- Energy: 35.71821214035277 - --- Workload: 187399000000.0 + --- Configuration: 003303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13471279232.675934 + --- Energy: 58.76194644449752 + --- Workload: 791599000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 86 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 180 in the X datas point -------------- - --- Configuration: 0220-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5040602049.508794 - --- Energy: 36.67117347490831 - --- Workload: 184845000000.0 + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 370 in the X datas point -------------- - --- Configuration: 0020-0010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 151 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 249 in the X datas point -------------- - --- Configuration: 0010-0011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6634071263.19351 - --- Energy: 41.98663362868059 - --- Workload: 278542000000.0 + --- Configuration: 333303-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13695515814.21211 + --- Energy: 75.8036384393518 + --- Workload: 1038170000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 155 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 550 in the X datas point -------------- - --- Configuration: 0200-0010 - --- Energy efficiency: 3751444306.0578322 - --- Energy: 34.495214714826176 - --- Workload: 129407000000.0 + --- Configuration: 333303-0-0 + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (34.495214714826176 mAh) it is NOT far from the median. ---- Median :34.495214714826176, the gap is : 10 ---- So No we don't romove this configuration '0020-0010' - --- remove_aberrant_points: The value [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0] ---- Computing the list of the 10 first neighbours of '1000-1010' +--- The energy of the current configuration (56.880158834189615 mAh) it is NOT far from the median. +--- Median :56.880158834189615, the gap is : 10 +--- So No we don't romove this configuration '303303-0-1' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '222222-3-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1000-1010' +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-3-3' --- Neighbour 0 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 1000-1010 + --- Configuration: 222222-3-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 6501654671.113798 - --- Energy: 42.85376093977719 - --- Workload: 278621000000.0 + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 342 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 61 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 9 in the X datas point -------------- - --- Configuration: 0000-1010 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5325891287.907031 - --- Energy: 45.45847467114993 - --- Workload: 242107000000.0 + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 1000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 44 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 72 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 53 in the X datas point -------------- - --- Configuration: 1000-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6448575832.027497 - --- Energy: 42.80059101405426 - --- Workload: 276003000000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 75 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 74 in the X datas point -------------- - --- Configuration: 0000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 181 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 83 in the X datas point -------------- - --- Configuration: 1100-1011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9277212383.22309 - --- Energy: 48.61244404745341 - --- Workload: 450987000000.0 + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 98 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 101 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1000-1010' ---- Neighbour 0 in the list of neghbours, And at position 33 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-3-3' +--- Neighbour 0 in the list of neghbours, And at position 44 in the X datas point -------------- - --- Configuration: 1000-0000 + --- Configuration: 222220-3-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 53 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 74 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 75 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 9 in the X datas point -------------- - --- Configuration: 0000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 342 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 72 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 83 in the X datas point -------------- - --- Configuration: 1000-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6448575832.027497 - --- Energy: 42.80059101405426 - --- Workload: 276003000000.0 + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 1000-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6501654671.113798 - --- Energy: 42.85376093977719 - --- Workload: 278621000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 61 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 98 in the X datas point -------------- - --- Configuration: 0000-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5325891287.907031 - --- Energy: 45.45847467114993 - --- Workload: 242107000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 181 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 101 in the X datas point -------------- - --- Configuration: 1100-1011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9277212383.22309 - --- Energy: 48.61244404745341 - --- Workload: 450987000000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 42 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 222222-3-3 + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (36.68430426428569 mAh) it is NOT far from the median. ---- Median :36.68430426428569, the gap is : 10 ---- So No we don't romove this configuration '1000-1010' - --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 0, 1.0, 0, 1, 0, 1] ---- Computing the list of the 10 first neighbours of '0020-0202' +--- The energy of the current configuration (97.28797445994333 mAh) it is NOT far from the median. +--- Median :97.28797445994333, the gap is : 10 +--- So No we don't romove this configuration '222222-3-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '333333-3-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0020-0202' +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-3-2' --- Neighbour 0 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 0020-0202 + --- Configuration: 333333-3-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 8089829466.394849 - --- Energy: 66.44909360627778 - --- Workload: 537560000000.0 + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 109 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 214 in the X datas point -------------- - --- Configuration: 0010-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6657080470.788732 - --- Energy: 41.37346586900227 - --- Workload: 275426000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 203 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 503 in the X datas point -------------- - --- Configuration: 0010-0222 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9876153040.867521 - --- Energy: 82.55859277633934 - --- Workload: 815359000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15380805677.362993 + --- Energy: 101.44390963131458 + --- Workload: 1560290000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 49 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 3000-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8354358468.81318 - --- Energy: 64.35822134376 - --- Workload: 537670000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 67 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 53 in the X datas point -------------- - --- Configuration: 0110-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6145261695.969323 - --- Energy: 51.31617435224532 - --- Workload: 315351000000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 98 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 68 in the X datas point -------------- - --- Configuration: 2020-0022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8754497623.153894 - --- Energy: 65.93701913313123 - --- Workload: 577244000000.0 + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 112 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 101 in the X datas point -------------- - --- Configuration: 0020-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4244013818.5089927 - --- Energy: 35.41951635507749 - --- Workload: 150321000000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 124 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 117 in the X datas point -------------- - --- Configuration: 0020-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8376542330.856669 - --- Energy: 48.301162810596125 - --- Workload: 404596000000.0 + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 131 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 191 in the X datas point -------------- - --- Configuration: 0020-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6670179627.937381 - --- Energy: 41.85807704041302 - --- Workload: 279201000000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 167 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 240 in the X datas point -------------- - --- Configuration: 2020-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7467367603.572389 - --- Energy: 42.10385161103808 - --- Workload: 314406000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0020-0202' ---- Neighbour 0 in the list of neghbours, And at position 112 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-3-2' +--- Neighbour 0 in the list of neghbours, And at position 68 in the X datas point -------------- - --- Configuration: 0020-2000 + --- Configuration: 333333-3-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 4244013818.5089927 - --- Energy: 35.41951635507749 - --- Workload: 150321000000.0 + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 109 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 53 in the X datas point -------------- - --- Configuration: 0010-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6657080470.788732 - --- Energy: 41.37346586900227 - --- Workload: 275426000000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 131 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 0020-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6670179627.937381 - --- Energy: 41.85807704041302 - --- Workload: 279201000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 167 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 240 in the X datas point -------------- - --- Configuration: 2020-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7467367603.572389 - --- Energy: 42.10385161103808 - --- Workload: 314406000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 124 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 191 in the X datas point -------------- - --- Configuration: 0020-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8376542330.856669 - --- Energy: 48.301162810596125 - --- Workload: 404596000000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 67 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 503 in the X datas point -------------- - --- Configuration: 0110-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6145261695.969323 - --- Energy: 51.31617435224532 - --- Workload: 315351000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15380805677.362993 + --- Energy: 101.44390963131458 + --- Workload: 1560290000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 49 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 3000-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8354358468.81318 - --- Energy: 64.35822134376 - --- Workload: 537670000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 98 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 117 in the X datas point -------------- - --- Configuration: 2020-0022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8754497623.153894 - --- Energy: 65.93701913313123 - --- Workload: 577244000000.0 + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 8 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 101 in the X datas point -------------- - --- Configuration: 0020-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8089829466.394849 - --- Energy: 66.44909360627778 - --- Workload: 537560000000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 203 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 214 in the X datas point -------------- - --- Configuration: 0010-0222 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9876153040.867521 - --- Energy: 82.55859277633934 - --- Workload: 815359000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 124 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 191 in the X datas point -------------- - --- Configuration: 0020-2220 - --- Energy efficiency: 8376542330.856669 - --- Energy: 48.301162810596125 - --- Workload: 404596000000.0 + --- Configuration: 333333-3-3 + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (66.44909360627778 mAh) is far from the median. ---- Median :48.301162810596125, the gap is : 10 ---- So yes we remove this configuration '0020-0202' ---- remove_aberrant_points: The value [1.0, 0, 0, 1, 0, 1.0, 0, 1, 0, 1] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '0010-3300' +--- The energy of the current configuration (85.51534231485796 mAh) is far from the median. +--- Median :99.8453916327805, the gap is : 10 +--- So yes we remove this configuration '333333-3-2' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '202222-3-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0010-3300' +--- Ordered by distance, Printing the list of the 10 first neighbours of '202222-3-3' --- Neighbour 0 in the list of neghbours, And at position 9 in the X datas point -------------- - --- Configuration: 0010-3300 + --- Configuration: 202222-3-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 6532788063.289651 - --- Energy: 42.64544340651106 - --- Workload: 278594000000.0 + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 25 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 0000-3300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5789616901.049658 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 24 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 30 in the X datas point -------------- - --- Configuration: 0000-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3307720550.5370083 - --- Energy: 35.59789292409111 - --- Workload: 117748000000.0 + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 26 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 82 in the X datas point -------------- - --- Configuration: 0000-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7665772326.561901 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 132 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 342 in the X datas point -------------- - --- Configuration: 0000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 99 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 770 in the X datas point -------------- - --- Configuration: 0011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7849108733.703288 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5852539416.852973 + --- Energy: 12.941299579331238 + --- Workload: 75739300000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 111 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 13 in the X datas point -------------- - --- Configuration: 0011-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6806981239.9597025 - --- Energy: 35.94259902860859 - --- Workload: 244660000000.0 + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 212 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 0022-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9258659160.980307 - --- Energy: 46.9330182291436 - --- Workload: 434536000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 233 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 28 in the X datas point -------------- - --- Configuration: 0110-0300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5549728340.797718 - --- Energy: 34.54578297303628 - --- Workload: 191720000000.0 + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0010-3300' ---- Neighbour 0 in the list of neghbours, And at position 233 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '202222-3-3' +--- Neighbour 0 in the list of neghbours, And at position 770 in the X datas point -------------- - --- Configuration: 0110-0300 + --- Configuration: 101111-3-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 5549728340.797718 - --- Energy: 34.54578297303628 - --- Workload: 191720000000.0 + --- Energy efficiency: 5852539416.852973 + --- Energy: 12.941299579331238 + --- Workload: 75739300000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 24 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 13 in the X datas point -------------- - --- Configuration: 0000-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3307720550.5370083 - --- Energy: 35.59789292409111 - --- Workload: 117748000000.0 + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 111 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 82 in the X datas point -------------- - --- Configuration: 0011-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6806981239.9597025 - --- Energy: 35.94259902860859 - --- Workload: 244660000000.0 + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 9 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 25 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 132 in the X datas point -------------- - --- Configuration: 0000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5789616901.049658 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 99 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 30 in the X datas point -------------- - --- Configuration: 0011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7849108733.703288 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 28 in the X datas point -------------- - --- Configuration: 0000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 9 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 0010-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6532788063.289651 - --- Energy: 42.64544340651106 - --- Workload: 278594000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 212 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 342 in the X datas point -------------- - --- Configuration: 0022-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9258659160.980307 - --- Energy: 46.9330182291436 - --- Workload: 434536000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 26 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 0000-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7665772326.561901 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 25 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 132 in the X datas point -------------- - --- Configuration: 0000-3300 - --- Energy efficiency: 5789616901.049658 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Configuration: 202022-3-3 + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (42.05795824330537 mAh) it is NOT far from the median. ---- Median :42.05795824330537, the gap is : 10 ---- So No we don't romove this configuration '0010-3300' - --- remove_aberrant_points: The value [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1] ---- Computing the list of the 10 first neighbours of '0011-0111' +--- The energy of the current configuration (90.7376428641244 mAh) it is NOT far from the median. +--- Median :90.7376428641244, the gap is : 10 +--- So No we don't romove this configuration '202222-3-3' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '101101-2-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0011-0111' +--- Ordered by distance, Printing the list of the 10 first neighbours of '101101-2-2' --- Neighbour 0 in the list of neghbours, And at position 10 in the X datas point -------------- - --- Configuration: 0011-0111 + --- Configuration: 101101-2-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 223 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 197 in the X datas point -------------- - --- Configuration: 0011-0222 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10205779124.487032 - --- Energy: 84.56198872402297 - --- Workload: 863021000000.0 + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 109 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 416 in the X datas point -------------- - --- Configuration: 0010-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6657080470.788732 - --- Energy: 41.37346586900227 - --- Workload: 275426000000.0 + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 151 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 541 in the X datas point -------------- - --- Configuration: 0010-0011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6634071263.19351 - --- Energy: 41.98663362868059 - --- Workload: 278542000000.0 + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 157 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 773 in the X datas point -------------- - --- Configuration: 0022-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11384996168.94879 - --- Energy: 60.652013004669556 - --- Workload: 690523000000.0 + --- Configuration: 100101-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5895600702.755604 + --- Energy: 12.88737035992497 + --- Workload: 75978600000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 194 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 28 in the X datas point -------------- - --- Configuration: 0002-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9116518219.361662 - --- Energy: 51.19519895467268 - --- Workload: 466724000000.0 + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 203 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 104 in the X datas point -------------- - --- Configuration: 0010-0222 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9876153040.867521 - --- Energy: 82.55859277633934 - --- Workload: 815359000000.0 + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 208 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 119 in the X datas point -------------- - --- Configuration: 1011-0011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8737821661.059898 - --- Energy: 42.79354542763764 - --- Workload: 373921000000.0 + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 209 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 181 in the X datas point -------------- - --- Configuration: 0022-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11525411226.672567 - --- Energy: 59.99293901124158 - --- Workload: 691443000000.0 + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 202 in the X datas point -------------- - --- Configuration: 0011-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Configuration: 111101-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12740395334.46723 + --- Energy: 93.4131245697236 + --- Workload: 1190120000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0011-0111' ---- Neighbour 0 in the list of neghbours, And at position 109 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '101101-2-2' +--- Neighbour 0 in the list of neghbours, And at position 773 in the X datas point -------------- - --- Configuration: 0010-0101 + --- Configuration: 100101-2-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 6657080470.788732 - --- Energy: 41.37346586900227 - --- Workload: 275426000000.0 + --- Energy efficiency: 5895600702.755604 + --- Energy: 12.88737035992497 + --- Workload: 75978600000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 151 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 541 in the X datas point -------------- - --- Configuration: 0010-0011 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6634071263.19351 - --- Energy: 41.98663362868059 - --- Workload: 278542000000.0 + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 208 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 119 in the X datas point -------------- - --- Configuration: 1011-0011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8737821661.059898 - --- Energy: 42.79354542763764 - --- Workload: 373921000000.0 + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 104 in the X datas point -------------- - --- Configuration: 0011-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 197 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 194 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 10 in the X datas point -------------- - --- Configuration: 0002-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9116518219.361662 - --- Energy: 51.19519895467268 - --- Workload: 466724000000.0 + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 209 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 416 in the X datas point -------------- - --- Configuration: 0022-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11525411226.672567 - --- Energy: 59.99293901124158 - --- Workload: 691443000000.0 + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 157 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 181 in the X datas point -------------- - --- Configuration: 0022-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11384996168.94879 - --- Energy: 60.652013004669556 - --- Workload: 690523000000.0 + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 203 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 28 in the X datas point -------------- - --- Configuration: 0010-0222 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9876153040.867521 - --- Energy: 82.55859277633934 - --- Workload: 815359000000.0 + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 223 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 202 in the X datas point -------------- - --- Configuration: 0011-0222 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10205779124.487032 - --- Energy: 84.56198872402297 - --- Workload: 863021000000.0 + --- Configuration: 111101-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12740395334.46723 + --- Energy: 93.4131245697236 + --- Workload: 1190120000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 10 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 197 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 001101-2-2 + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (50.74428137607953 mAh) it is NOT far from the median. ---- Median :50.74428137607953, the gap is : 10 ---- So No we don't romove this configuration '0011-0111' - --- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1] ---- Computing the list of the 10 first neighbours of '3303-0001' +--- The energy of the current configuration (73.251940060295 mAh) it is NOT far from the median. +--- Median :73.251940060295, the gap is : 10 +--- So No we don't romove this configuration '101101-2-2' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '003330-3-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3303-0001' +--- Ordered by distance, Printing the list of the 10 first neighbours of '003330-3-2' --- Neighbour 0 in the list of neghbours, And at position 11 in the X datas point -------------- - --- Configuration: 3303-0001 + --- Configuration: 003330-3-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 189 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 144 in the X datas point -------------- - --- Configuration: 3333-0001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9681573061.991112 - --- Energy: 64.59775499830239 - --- Workload: 625410000000.0 + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 84 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 260 in the X datas point -------------- - --- Configuration: 3333-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Configuration: 033030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 411 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2075033200.5312083 - --- Energy: 29.0248902377268 - --- Workload: 60227600000.0 + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 467 in the X datas point -------------- - --- Configuration: 0303-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 + --- Configuration: 003300-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 95 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 600 in the X datas point -------------- - --- Configuration: 3003-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7595205906.032112 - --- Energy: 65.80063109114849 - --- Workload: 499771000000.0 + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 113 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 656 in the X datas point -------------- - --- Configuration: 3303-1011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10227751572.005417 - --- Energy: 73.37868558375581 - --- Workload: 750499000000.0 + --- Configuration: 003333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14264907898.62215 + --- Energy: 85.34158691455114 + --- Workload: 1217390000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 136 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 749 in the X datas point -------------- - --- Configuration: 0003-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5256269415.345153 - --- Energy: 45.78293727571249 - --- Workload: 240648000000.0 + --- Configuration: 303030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6007774059.633164 + --- Energy: 12.57695300211794 + --- Workload: 75559400000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 182 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 3303-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10225586667.47108 - --- Energy: 73.36262541667716 - --- Workload: 750176000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3303-0001' ---- Neighbour 0 in the list of neghbours, And at position 51 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '003330-3-2' +--- Neighbour 0 in the list of neghbours, And at position 749 in the X datas point -------------- - --- Configuration: 3300-0000 + --- Configuration: 303030-3-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 2075033200.5312083 - --- Energy: 29.0248902377268 - --- Workload: 60227600000.0 + --- Energy efficiency: 6007774059.633164 + --- Energy: 12.57695300211794 + --- Workload: 75559400000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 260 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 033030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 467 in the X datas point -------------- - --- Configuration: 0303-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 + --- Configuration: 003300-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 136 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 11 in the X datas point -------------- - --- Configuration: 0003-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5256269415.345153 - --- Energy: 45.78293727571249 - --- Workload: 240648000000.0 + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 144 in the X datas point -------------- - --- Configuration: 3333-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 600 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 189 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 84 in the X datas point -------------- - --- Configuration: 3333-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9681573061.991112 - --- Energy: 64.59775499830239 - --- Workload: 625410000000.0 + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 95 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 656 in the X datas point -------------- - --- Configuration: 3003-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7595205906.032112 - --- Energy: 65.80063109114849 - --- Workload: 499771000000.0 + --- Configuration: 003333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14264907898.62215 + --- Energy: 85.34158691455114 + --- Workload: 1217390000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 182 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 3303-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10225586667.47108 - --- Energy: 73.36262541667716 - --- Workload: 750176000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 113 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 411 in the X datas point -------------- - --- Configuration: 3303-1011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10227751572.005417 - --- Energy: 73.37868558375581 - --- Workload: 750499000000.0 + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 21 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 144 in the X datas point -------------- - --- Configuration: 3333-0000 - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Configuration: 033330-3-2 + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (59.045602086542516 mAh) it is NOT far from the median. ---- Median :59.045602086542516, the gap is : 10 ---- So No we don't romove this configuration '3303-0001' - --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0] ---- Computing the list of the 10 first neighbours of '0022-0030' +--- The energy of the current configuration (79.7127969833484 mAh) it is NOT far from the median. +--- Median :79.7127969833484, the gap is : 10 +--- So No we don't romove this configuration '003330-3-2' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 0, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '220202-3-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0022-0030' +--- Ordered by distance, Printing the list of the 10 first neighbours of '220202-3-2' --- Neighbour 0 in the list of neghbours, And at position 12 in the X datas point -------------- - --- Configuration: 0022-0030 + --- Configuration: 220202-3-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 7249844128.351241 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 63 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 226 in the X datas point -------------- - --- Configuration: 0002-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4969363871.73078 - --- Energy: 42.2836539731841 - --- Workload: 210123000000.0 + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 129 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 272 in the X datas point -------------- - --- Configuration: 0333-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8477809334.068076 - --- Energy: 58.764018507515395 - --- Workload: 498189000000.0 + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 156 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 367 in the X datas point -------------- - --- Configuration: 2022-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10619025470.794495 - --- Energy: 49.81557674440745 - --- Workload: 528993000000.0 + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 168 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 471 in the X datas point -------------- - --- Configuration: 2020-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5336236245.851076 - --- Energy: 35.10473595313148 - --- Workload: 187327000000.0 + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14772139744.44198 + --- Energy: 98.66003637723567 + --- Workload: 1457420000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 235 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 768 in the X datas point -------------- - --- Configuration: 0003-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5328502158.043374 - --- Energy: 45.14679945279237 - --- Workload: 240565000000.0 + --- Configuration: 200202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10604352662.593887 + --- Energy: 17.76713091857071 + --- Workload: 188409000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 1 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 0033-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 58 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 46 in the X datas point -------------- - --- Configuration: 0001-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4533975344.242078 - --- Energy: 35.4792605525655 - --- Workload: 160862000000.0 + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 86 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 138 in the X datas point -------------- - --- Configuration: 0220-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5040602049.508794 - --- Energy: 36.67117347490831 - --- Workload: 184845000000.0 + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 108 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 188 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8871225293.637558 - --- Energy: 42.90551410725298 - --- Workload: 380626000000.0 + --- Configuration: 330303-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14509155276.979774 + --- Energy: 74.9403190398345 + --- Workload: 1087320000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0022-0030' ---- Neighbour 0 in the list of neghbours, And at position 168 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '220202-3-2' +--- Neighbour 0 in the list of neghbours, And at position 768 in the X datas point -------------- - --- Configuration: 2020-0030 + --- Configuration: 200202-3-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 5336236245.851076 - --- Energy: 35.10473595313148 - --- Workload: 187327000000.0 + --- Energy efficiency: 10604352662.593887 + --- Energy: 17.76713091857071 + --- Workload: 188409000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 58 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 272 in the X datas point -------------- - --- Configuration: 0001-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4533975344.242078 - --- Energy: 35.4792605525655 - --- Workload: 160862000000.0 + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 86 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 188 in the X datas point -------------- - --- Configuration: 0220-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5040602049.508794 - --- Energy: 36.67117347490831 - --- Workload: 184845000000.0 + --- Configuration: 330303-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14509155276.979774 + --- Energy: 74.9403190398345 + --- Workload: 1087320000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 367 in the X datas point -------------- - --- Configuration: 0022-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7249844128.351241 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 63 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 46 in the X datas point -------------- - --- Configuration: 0002-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4969363871.73078 - --- Energy: 42.2836539731841 - --- Workload: 210123000000.0 + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 108 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 138 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8871225293.637558 - --- Energy: 42.90551410725298 - --- Workload: 380626000000.0 + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 235 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 12 in the X datas point -------------- - --- Configuration: 0003-0030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5328502158.043374 - --- Energy: 45.14679945279237 - --- Workload: 240565000000.0 + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 156 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 226 in the X datas point -------------- - --- Configuration: 2022-0330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10619025470.794495 - --- Energy: 49.81557674440745 - --- Workload: 528993000000.0 + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 1 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 471 in the X datas point -------------- - --- Configuration: 0033-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14772139744.44198 + --- Energy: 98.66003637723567 + --- Workload: 1457420000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 129 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 0333-0030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8477809334.068076 - --- Energy: 58.764018507515395 - --- Workload: 498189000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 63 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 46 in the X datas point -------------- - --- Configuration: 0002-0020 - --- Energy efficiency: 4969363871.73078 - --- Energy: 42.2836539731841 - --- Workload: 210123000000.0 + --- Configuration: 220220-3-2 + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (42.2836539731841 mAh) it is NOT far from the median. ---- Median :42.2836539731841, the gap is : 10 ---- So No we don't romove this configuration '0022-0030' - --- remove_aberrant_points: The value [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '0011-1100' +--- The energy of the current configuration (88.45960297015073 mAh) is far from the median. +--- Median :77.28586489330746, the gap is : 10 +--- So yes we remove this configuration '220202-3-2' +--- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 0, 1, 3.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '202220-2-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0011-1100' +--- Ordered by distance, Printing the list of the 10 first neighbours of '202220-2-3' --- Neighbour 0 in the list of neghbours, And at position 13 in the X datas point -------------- - --- Configuration: 0011-1100 + --- Configuration: 202220-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 62 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 30 in the X datas point -------------- - --- Configuration: 0001-1100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6336774201.724871 - --- Energy: 45.652440385434886 - --- Workload: 289290000000.0 + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 99 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 47 in the X datas point -------------- - --- Configuration: 0011-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7849108733.703288 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 53 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 163 in the X datas point -------------- - --- Configuration: 0011-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2745412415.8531094 - --- Energy: 29.5448803510097 - --- Workload: 81112900000.0 + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 101 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 176 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6807769026.0124855 - --- Energy: 36.74164741869377 - --- Workload: 250128000000.0 + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 117 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 443 in the X datas point -------------- - --- Configuration: 1011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8782098570.274353 - --- Energy: 43.085080854083536 - --- Workload: 378377000000.0 + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 131 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 553 in the X datas point -------------- - --- Configuration: 0020-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6670179627.937381 - --- Energy: 41.85807704041302 - --- Workload: 279201000000.0 + --- Configuration: 002220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13196111369.901518 + --- Energy: 79.03690304614342 + --- Workload: 1042980000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 201 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 646 in the X datas point -------------- - --- Configuration: 0011-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2780233650.836016 - --- Energy: 29.193550568943994 - --- Workload: 81165000000.0 + --- Configuration: 202020-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13150575403.426777 + --- Energy: 78.5836408674881 + --- Workload: 1033420000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 205 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 9 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6759862639.591164 - --- Energy: 36.90475887640218 - --- Workload: 249471000000.0 + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 28 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0011-1100' ---- Neighbour 0 in the list of neghbours, And at position 201 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '202220-2-3' +--- Neighbour 0 in the list of neghbours, And at position 47 in the X datas point -------------- - --- Configuration: 0011-0000 + --- Configuration: 101110-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 2780233650.836016 - --- Energy: 29.193550568943994 - --- Workload: 81165000000.0 + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 53 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 13 in the X datas point -------------- - --- Configuration: 0011-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2745412415.8531094 - --- Energy: 29.5448803510097 - --- Workload: 81112900000.0 + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 101 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 646 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6807769026.0124855 - --- Energy: 36.74164741869377 - --- Workload: 250128000000.0 + --- Configuration: 202020-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13150575403.426777 + --- Energy: 78.5836408674881 + --- Workload: 1033420000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 205 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 553 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6759862639.591164 - --- Energy: 36.90475887640218 - --- Workload: 249471000000.0 + --- Configuration: 002220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13196111369.901518 + --- Energy: 79.03690304614342 + --- Workload: 1042980000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 131 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 163 in the X datas point -------------- - --- Configuration: 0020-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6670179627.937381 - --- Energy: 41.85807704041302 - --- Workload: 279201000000.0 + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 99 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 176 in the X datas point -------------- - --- Configuration: 0011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7849108733.703288 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 117 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 9 in the X datas point -------------- - --- Configuration: 1011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8782098570.274353 - --- Energy: 43.085080854083536 - --- Workload: 378377000000.0 + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 30 in the X datas point -------------- - --- Configuration: 0011-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 62 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 28 in the X datas point -------------- - --- Configuration: 0001-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6336774201.724871 - --- Energy: 45.652440385434886 - --- Workload: 289290000000.0 + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 443 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 131 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 163 in the X datas point -------------- - --- Configuration: 0020-1100 - --- Energy efficiency: 6670179627.937381 - --- Energy: 41.85807704041302 - --- Workload: 279201000000.0 + --- Configuration: 222220-2-3 + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (41.85807704041302 mAh) it is NOT far from the median. ---- Median :41.85807704041302, the gap is : 10 ---- So No we don't romove this configuration '0011-1100' - --- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0] ---- Computing the list of the 10 first neighbours of '3303-1010' +--- The energy of the current configuration (79.5738884766809 mAh) it is NOT far from the median. +--- Median :79.5738884766809, the gap is : 10 +--- So No we don't romove this configuration '202220-2-3' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '333030-0-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3303-1010' +--- Ordered by distance, Printing the list of the 10 first neighbours of '333030-0-2' --- Neighbour 0 in the list of neghbours, And at position 14 in the X datas point -------------- - --- Configuration: 3303-1010 + --- Configuration: 333030-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 9340120487.55429 - --- Energy: 67.3857084084629 - --- Workload: 629393000000.0 + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 43 in the X datas point -------------- - --- Configuration: 0303-1010 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8236960890.90969 - --- Energy: 61.00540758755291 - --- Workload: 502499000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 113 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 77 in the X datas point -------------- - --- Configuration: 3303-1011 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10227751572.005417 - --- Energy: 73.37868558375581 - --- Workload: 750499000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 189 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13468757197.367126 + --- Energy: 79.8767027494463 + --- Workload: 1075840000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 87 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 335 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6928278461.367919 - --- Energy: 53.6166443408558 - --- Workload: 371471000000.0 + --- Configuration: 333030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11193557883.566849 + --- Energy: 34.531211142434685 + --- Workload: 386527000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 137 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 348 in the X datas point -------------- - --- Configuration: 3033-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9521179864.608822 - --- Energy: 66.3571751425295 - --- Workload: 631797000000.0 + --- Configuration: 333330-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12855040139.862837 + --- Energy: 54.89737027002233 + --- Workload: 705708000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 229 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 102 in the X datas point -------------- - --- Configuration: 3333-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9705063131.435669 - --- Energy: 64.55329768339193 - --- Workload: 626491000000.0 + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 231 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 127 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7144898542.440698 - --- Energy: 51.89988274563883 - --- Workload: 370819000000.0 + --- Configuration: 033030-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10395312961.292013 + --- Energy: 67.1483257685157 + --- Workload: 698028000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 235 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 238 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3303-1010' ---- Neighbour 0 in the list of neghbours, And at position 40 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333030-0-2' +--- Neighbour 0 in the list of neghbours, And at position 235 in the X datas point -------------- - --- Configuration: 3300-1000 + --- Configuration: 330030-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 102 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 231 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 335 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7144898542.440698 - --- Energy: 51.89988274563883 - --- Workload: 370819000000.0 + --- Configuration: 333030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11193557883.566849 + --- Energy: 34.531211142434685 + --- Workload: 386527000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 87 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 348 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6928278461.367919 - --- Energy: 53.6166443408558 - --- Workload: 371471000000.0 + --- Configuration: 333330-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12855040139.862837 + --- Energy: 54.89737027002233 + --- Workload: 705708000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 14 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 238 in the X datas point -------------- - --- Configuration: 0303-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8236960890.90969 - --- Energy: 61.00540758755291 - --- Workload: 502499000000.0 + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 229 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 127 in the X datas point -------------- - --- Configuration: 3333-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9705063131.435669 - --- Energy: 64.55329768339193 - --- Workload: 626491000000.0 + --- Configuration: 033030-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10395312961.292013 + --- Energy: 67.1483257685157 + --- Workload: 698028000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 137 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 77 in the X datas point -------------- - --- Configuration: 3033-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9521179864.608822 - --- Energy: 66.3571751425295 - --- Workload: 631797000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 14 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 43 in the X datas point -------------- - --- Configuration: 3303-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9340120487.55429 - --- Energy: 67.3857084084629 - --- Workload: 629393000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 113 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 189 in the X datas point -------------- - --- Configuration: 3303-1011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10227751572.005417 - --- Energy: 73.37868558375581 - --- Workload: 750499000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13468757197.367126 + --- Energy: 79.8767027494463 + --- Workload: 1075840000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 11 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 14 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 333030-0-2 + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (59.94594005320708 mAh) it is NOT far from the median. ---- Median :59.94594005320708, the gap is : 10 ---- So No we don't romove this configuration '3303-1010' - --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1] ---- Computing the list of the 10 first neighbours of '0003-1001' +--- The energy of the current configuration (55.19798222953497 mAh) it is NOT far from the median. +--- Median :55.19798222953497, the gap is : 10 +--- So No we don't romove this configuration '333030-0-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '303330-3-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0003-1001' +--- Ordered by distance, Printing the list of the 10 first neighbours of '303330-3-0' --- Neighbour 0 in the list of neghbours, And at position 15 in the X datas point -------------- - --- Configuration: 0003-1001 + --- Configuration: 303330-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 6806147312.252427 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 136 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 607 in the X datas point -------------- - --- Configuration: 0003-0001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5256269415.345153 - --- Energy: 45.78293727571249 - --- Workload: 240648000000.0 + --- Configuration: 303330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12845347158.352303 + --- Energy: 50.56673738427292 + --- Workload: 649547000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 211 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 88 in the X datas point -------------- - --- Configuration: 0303-1001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8479966080.135679 - --- Energy: 59.193870361299275 - --- Workload: 501963000000.0 + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 87 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 244 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6928278461.367919 - --- Energy: 53.6166443408558 - --- Workload: 371471000000.0 + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 90 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 466 in the X datas point -------------- - --- Configuration: 2002-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8795770993.306417 - --- Energy: 48.71596839606954 - --- Workload: 428493000000.0 + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11749390206.648275 + --- Energy: 56.72728338180733 + --- Workload: 666511000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 92 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 25 in the X datas point -------------- - --- Configuration: 0202-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8895689149.038376 - --- Energy: 48.8428586507307 - --- Workload: 434491000000.0 + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 93 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 72 in the X datas point -------------- - --- Configuration: 3003-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9428892010.8998 - --- Energy: 67.46193459835338 - --- Workload: 636090000000.0 + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 213 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 161 in the X datas point -------------- - --- Configuration: 0002-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4730794158.415373 - --- Energy: 37.456019446944595 - --- Workload: 177197000000.0 + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 231 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 171 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7144898542.440698 - --- Energy: 51.89988274563883 - --- Workload: 370819000000.0 + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 203 in the X datas point -------------- - --- Configuration: 0303-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8236960890.90969 - --- Energy: 61.00540758755291 - --- Workload: 502499000000.0 + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0003-1001' ---- Neighbour 0 in the list of neghbours, And at position 213 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '303330-3-0' +--- Neighbour 0 in the list of neghbours, And at position 607 in the X datas point -------------- - --- Configuration: 0002-1000 + --- Configuration: 303330-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 4730794158.415373 - --- Energy: 37.456019446944595 - --- Workload: 177197000000.0 + --- Energy efficiency: 12845347158.352303 + --- Energy: 50.56673738427292 + --- Workload: 649547000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 136 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 25 in the X datas point -------------- - --- Configuration: 0003-0001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5256269415.345153 - --- Energy: 45.78293727571249 - --- Workload: 240648000000.0 + --- Configuration: 333300-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 90 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 171 in the X datas point -------------- - --- Configuration: 2002-1001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8795770993.306417 - --- Energy: 48.71596839606954 - --- Workload: 428493000000.0 + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 92 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 15 in the X datas point -------------- - --- Configuration: 0202-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8895689149.038376 - --- Energy: 48.8428586507307 - --- Workload: 434491000000.0 + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 231 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 244 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7144898542.440698 - --- Energy: 51.89988274563883 - --- Workload: 370819000000.0 + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 87 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 466 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6928278461.367919 - --- Energy: 53.6166443408558 - --- Workload: 371471000000.0 + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11749390206.648275 + --- Energy: 56.72728338180733 + --- Workload: 666511000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 88 in the X datas point -------------- - --- Configuration: 0003-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6806147312.252427 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 211 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 161 in the X datas point -------------- - --- Configuration: 0303-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8479966080.135679 - --- Energy: 59.193870361299275 - --- Workload: 501963000000.0 + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 72 in the X datas point -------------- - --- Configuration: 0303-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8236960890.90969 - --- Energy: 61.00540758755291 - --- Workload: 502499000000.0 + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 93 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 203 in the X datas point -------------- - --- Configuration: 3003-1101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9428892010.8998 - --- Energy: 67.46193459835338 - --- Workload: 636090000000.0 + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 231 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 244 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Energy efficiency: 7144898542.440698 - --- Energy: 51.89988274563883 - --- Workload: 370819000000.0 + --- Configuration: 202220-3-0 + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (51.89988274563883 mAh) it is NOT far from the median. ---- Median :51.89988274563883, the gap is : 10 ---- So No we don't romove this configuration '0003-1001' - --- remove_aberrant_points: The value [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '0000-0000' +--- The energy of the current configuration (55.1955872410731 mAh) it is NOT far from the median. +--- Median :55.1955872410731, the gap is : 10 +--- So No we don't romove this configuration '303330-3-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '202222-0-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0000-0000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '202222-0-3' --- Neighbour 0 in the list of neghbours, And at position 16 in the X datas point -------------- - --- Configuration: 0000-0000 + --- Configuration: 202222-0-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 91 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 95 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 137 in the X datas point -------------- - --- Configuration: 1000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12840398976.87701 + --- Energy: 86.4225033041374 + --- Workload: 1109700000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 75 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 159 in the X datas point -------------- - --- Configuration: 0000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 81 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 232 in the X datas point -------------- - --- Configuration: 0000-0001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3321398441.599851 - --- Energy: 35.588916806469584 - --- Workload: 118205000000.0 + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 253 in the X datas point -------------- - --- Configuration: 2000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Configuration: 101111-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12089851778.417196 + --- Energy: 58.0655432702143 + --- Workload: 702004000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 406 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 202222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10660117090.726126 + --- Energy: 17.65816139009 + --- Workload: 188238000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 22 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 53 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 75 in the X datas point -------------- - --- Configuration: 0011-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2745412415.8531094 - --- Energy: 29.5448803510097 - --- Workload: 81112900000.0 + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0000-0000' ---- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '202222-0-3' +--- Neighbour 0 in the list of neghbours, And at position 406 in the X datas point -------------- - --- Configuration: 2000-0000 + --- Configuration: 202222-1-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Energy efficiency: 10660117090.726126 + --- Energy: 17.65816139009 + --- Workload: 188238000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 253 in the X datas point -------------- - --- Configuration: 1000-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Configuration: 101111-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12089851778.417196 + --- Energy: 58.0655432702143 + --- Workload: 702004000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 53 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 91 in the X datas point -------------- - --- Configuration: 0011-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 2745412415.8531094 - --- Energy: 29.5448803510097 - --- Workload: 81112900000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 22 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 159 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 75 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 232 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 75 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 16 in the X datas point -------------- - --- Configuration: 0000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 81 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 95 in the X datas point -------------- - --- Configuration: 0000-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3321398441.599851 - --- Energy: 35.588916806469584 - --- Workload: 118205000000.0 + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 137 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12840398976.87701 + --- Energy: 86.4225033041374 + --- Workload: 1109700000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 17 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 159 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 202222-0-2 + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (30.027102694886654 mAh) it is NOT far from the median. ---- Median :30.027102694886654, the gap is : 10 ---- So No we don't romove this configuration '0000-0000' - --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '0000-0000' +--- The energy of the current configuration (69.5925937545452 mAh) it is NOT far from the median. +--- Median :69.5925937545452, the gap is : 10 +--- So No we don't romove this configuration '202222-0-3' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '030333-2-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0000-0000' ---- Neighbour 0 in the list of neghbours, And at position 16 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '030333-2-3' +--- Neighbour 0 in the list of neghbours, And at position 17 in the X datas point -------------- - --- Configuration: 0000-0000 + --- Configuration: 030333-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 190 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 336 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 652 in the X datas point -------------- - --- Configuration: 1000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 75 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 659 in the X datas point -------------- - --- Configuration: 0000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Configuration: 000333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14157668288.66353 + --- Energy: 78.13433738304217 + --- Workload: 1106200000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 81 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 665 in the X datas point -------------- - --- Configuration: 0000-0001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3321398441.599851 - --- Energy: 35.588916806469584 - --- Workload: 118205000000.0 + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14846663657.742832 + --- Energy: 77.43016666098337 + --- Workload: 1149580000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 32 in the X datas point -------------- - --- Configuration: 2000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 67 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 154 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 53 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 182 in the X datas point -------------- - --- Configuration: 0011-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2745412415.8531094 - --- Energy: 29.5448803510097 - --- Workload: 81112900000.0 + --- Configuration: 030330-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0000-0000' ---- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '030333-2-3' +--- Neighbour 0 in the list of neghbours, And at position 182 in the X datas point -------------- - --- Configuration: 2000-0000 + --- Configuration: 030330-3-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 665 in the X datas point -------------- - --- Configuration: 1000-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14846663657.742832 + --- Energy: 77.43016666098337 + --- Workload: 1149580000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 53 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 659 in the X datas point -------------- - --- Configuration: 0011-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 2745412415.8531094 - --- Energy: 29.5448803510097 - --- Workload: 81112900000.0 + --- Configuration: 000333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14157668288.66353 + --- Energy: 78.13433738304217 + --- Workload: 1106200000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 67 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 154 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 652 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 190 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 75 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 32 in the X datas point -------------- - --- Configuration: 0000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 81 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 17 in the X datas point -------------- - --- Configuration: 0000-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3321398441.599851 - --- Energy: 35.588916806469584 - --- Workload: 118205000000.0 + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 336 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 17 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 154 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 003333-2-3 + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (30.027102694886654 mAh) it is NOT far from the median. ---- Median :30.027102694886654, the gap is : 10 ---- So No we don't romove this configuration '0000-0000' - --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '3000-0000' +--- The energy of the current configuration (84.9404936835098 mAh) it is NOT far from the median. +--- Median :84.9404936835098, the gap is : 10 +--- So No we don't romove this configuration '030333-2-3' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '022202-2-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3000-0000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '022202-2-0' --- Neighbour 0 in the list of neghbours, And at position 18 in the X datas point -------------- - --- Configuration: 3000-0000 + --- Configuration: 022202-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 115 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 441 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 020202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 689 in the X datas point -------------- - --- Configuration: 2000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Configuration: 022200-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12524265764.919533 + --- Energy: 42.174782341496964 + --- Workload: 528208000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 44 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 113 in the X datas point -------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 221 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2075033200.5312083 - --- Energy: 29.0248902377268 - --- Workload: 60227600000.0 + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 199 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 345 in the X datas point -------------- - --- Configuration: 3030-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2117186259.461176 - --- Energy: 28.69675782439391 - --- Workload: 60756400000.0 + --- Configuration: 011111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 207 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 356 in the X datas point -------------- - --- Configuration: 3000-0001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3629843118.1804323 - --- Energy: 34.55029567760096 - --- Workload: 125412000000.0 + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 395 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 222222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 396 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16284841418.21427 + --- Energy: 69.9632088197462 + --- Workload: 1139340000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3000-0000' ---- Neighbour 0 in the list of neghbours, And at position 199 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '022202-2-0' +--- Neighbour 0 in the list of neghbours, And at position 395 in the X datas point -------------- - --- Configuration: 3030-0000 + --- Configuration: 222222-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 2117186259.461176 - --- Energy: 28.69675782439391 - --- Workload: 60756400000.0 + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 689 in the X datas point -------------- - --- Configuration: 2000-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Configuration: 022200-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12524265764.919533 + --- Energy: 42.174782341496964 + --- Workload: 528208000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 345 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2075033200.5312083 - --- Energy: 29.0248902377268 - --- Workload: 60227600000.0 + --- Configuration: 011111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 356 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 441 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 020202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 18 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 115 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 396 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16284841418.21427 + --- Energy: 69.9632088197462 + --- Workload: 1139340000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 207 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 113 in the X datas point -------------- - --- Configuration: 3000-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3629843118.1804323 - --- Energy: 34.55029567760096 - --- Workload: 125412000000.0 + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 44 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 221 in the X datas point -------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 35 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 441 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 020202-2-0 + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (29.239529117166907 mAh) it is NOT far from the median. ---- Median :29.239529117166907, the gap is : 10 ---- So No we don't romove this configuration '3000-0000' - --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '3300-0000' +--- The energy of the current configuration (51.82043413295036 mAh) it is NOT far from the median. +--- Median :51.82043413295036, the gap is : 10 +--- So No we don't romove this configuration '022202-2-0' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '111010-2-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3300-0000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '111010-2-0' --- Neighbour 0 in the list of neghbours, And at position 19 in the X datas point -------------- - --- Configuration: 3300-0000 + --- Configuration: 111010-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 451 in the X datas point -------------- - --- Configuration: 3300-0000 + --- Configuration: 111010-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 2075033200.5312083 - --- Energy: 29.0248902377268 - --- Workload: 60227600000.0 + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 248 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 347 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 391 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 404 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 111011-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 470 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 179 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 500 in the X datas point -------------- - --- Configuration: 0300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1047552602.8539523 - --- Energy: 28.209089181571862 - --- Workload: 29550500000.0 + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 41 in the X datas point -------------- - --- Configuration: 3333-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3300-0000' ---- Neighbour 0 in the list of neghbours, And at position 179 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111010-2-0' +--- Neighbour 0 in the list of neghbours, And at position 404 in the X datas point -------------- - --- Configuration: 0300-0000 + --- Configuration: 111011-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 1047552602.8539523 - --- Energy: 28.209089181571862 - --- Workload: 29550500000.0 + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 391 in the X datas point -------------- - --- Configuration: 3300-0000 + --- Configuration: 111000-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 2075033200.5312083 - --- Energy: 29.0248902377268 - --- Workload: 60227600000.0 + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 451 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 347 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 248 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 500 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 470 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 41 in the X datas point -------------- - --- Configuration: 3333-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 37 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 347 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 111110-2-0 + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (30.07061597004587 mAh) it is NOT far from the median. ---- Median :30.07061597004587, the gap is : 10 ---- So No we don't romove this configuration '3300-0000' - --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '3330-0000' +--- The energy of the current configuration (45.07023497595242 mAh) it is NOT far from the median. +--- Median :45.07023497595242, the gap is : 10 +--- So No we don't romove this configuration '111010-2-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '333333-1-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3330-0000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-1-2' --- Neighbour 0 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 3330-0000 + --- Configuration: 333333-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 29 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 92 in the X datas point -------------- - --- Configuration: 3333-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 39 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 99 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3029054692.61153 - --- Energy: 30.508250558695604 - --- Workload: 92411200000.0 + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 117 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2075033200.5312083 - --- Energy: 29.0248902377268 - --- Workload: 60227600000.0 + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 97 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 156 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2991522026.5766816 - --- Energy: 30.63396781022152 - --- Workload: 91642100000.0 + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 199 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 185 in the X datas point -------------- - --- Configuration: 3030-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2117186259.461176 - --- Energy: 28.69675782439391 - --- Workload: 60756400000.0 + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 267 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 274 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 454 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13293134893.415646 + --- Energy: 66.54311678610547 + --- Workload: 884567000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3330-0000' ---- Neighbour 0 in the list of neghbours, And at position 199 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-1-2' +--- Neighbour 0 in the list of neghbours, And at position 274 in the X datas point -------------- - --- Configuration: 3030-0000 + --- Configuration: 222222-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 2117186259.461176 - --- Energy: 28.69675782439391 - --- Workload: 60756400000.0 + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 267 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2075033200.5312083 - --- Energy: 29.0248902377268 - --- Workload: 60227600000.0 + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 454 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13293134893.415646 + --- Energy: 66.54311678610547 + --- Workload: 884567000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 92 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 156 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 29 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 39 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3029054692.61153 - --- Energy: 30.508250558695604 - --- Workload: 92411200000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 97 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 99 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2991522026.5766816 - --- Energy: 30.63396781022152 - --- Workload: 91642100000.0 + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 185 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point -------------- - --- Configuration: 3333-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 5 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 156 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 033333-1-2 + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (29.623247258891045 mAh) it is NOT far from the median. ---- Median :29.623247258891045, the gap is : 10 ---- So No we don't romove this configuration '3330-0000' - --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 0, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '3333-0000' +--- The energy of the current configuration (82.6335756822963 mAh) it is NOT far from the median. +--- Median :82.6335756822963, the gap is : 10 +--- So No we don't romove this configuration '333333-1-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '111111-2-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3333-0000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-2-1' --- Neighbour 0 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 3333-0000 + --- Configuration: 111111-2-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 189 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 198 in the X datas point -------------- - --- Configuration: 3333-0001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9681573061.991112 - --- Energy: 64.59775499830239 - --- Workload: 625410000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 229 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 3333-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9705063131.435669 - --- Energy: 64.55329768339193 - --- Workload: 626491000000.0 + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 97 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 39 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 104 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3029054692.61153 - --- Energy: 30.508250558695604 - --- Workload: 92411200000.0 + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 119 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2075033200.5312083 - --- Energy: 29.0248902377268 - --- Workload: 60227600000.0 + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 145 in the X datas point -------------- - --- Configuration: 0303-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 97 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 212 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2991522026.5766816 - --- Energy: 30.63396781022152 - --- Workload: 91642100000.0 + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3333-0000' ---- Neighbour 0 in the list of neghbours, And at position 51 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-2-1' +--- Neighbour 0 in the list of neghbours, And at position 145 in the X datas point -------------- - --- Configuration: 3300-0000 + --- Configuration: 111111-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 2075033200.5312083 - --- Energy: 29.0248902377268 - --- Workload: 60227600000.0 + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 212 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 011111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 39 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 119 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3029054692.61153 - --- Energy: 30.508250558695604 - --- Workload: 92411200000.0 + --- Configuration: 101111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 97 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2991522026.5766816 - --- Energy: 30.63396781022152 - --- Workload: 91642100000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 0303-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 198 in the X datas point -------------- - --- Configuration: 3333-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 229 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 97 in the X datas point -------------- - --- Configuration: 3333-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9705063131.435669 - --- Energy: 64.55329768339193 - --- Workload: 626491000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 189 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 104 in the X datas point -------------- - --- Configuration: 3333-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9681573061.991112 - --- Energy: 64.59775499830239 - --- Workload: 625410000000.0 + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 20 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 111111-2-1 + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (59.045602086542516 mAh) is far from the median. ---- Median :32.51205394198035, the gap is : 10 ---- So yes we remove this configuration '3333-0000' ---- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 0, 0, 0, 0] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 2.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '3333-3000' +--- The energy of the current configuration (58.6922029582491 mAh) it is NOT far from the median. +--- Median :58.6922029582491, the gap is : 10 +--- So No we don't romove this configuration '111111-2-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '222220-0-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3333-3000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '222220-0-3' --- Neighbour 0 in the list of neghbours, And at position 22 in the X datas point -------------- - --- Configuration: 3333-3000 + --- Configuration: 222220-0-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 9400881802.713095 - --- Energy: 66.34289826476824 - --- Workload: 623684000000.0 + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 145 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 352 in the X datas point -------------- - --- Configuration: 3333-3000 + --- Configuration: 222220-0-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 9639669166.554203 - --- Energy: 64.97706889442466 - --- Workload: 626356000000.0 + --- Energy efficiency: 11831169215.2977 + --- Energy: 61.61278385319 + --- Workload: 728951000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 23 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 232 in the X datas point -------------- - --- Configuration: 3333-3300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9963434196.49885 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 16 in the X datas point -------------- - --- Configuration: 3330-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5822958761.806049 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 228 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 35 in the X datas point -------------- - --- Configuration: 0333-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8547519937.090253 - --- Energy: 58.44164899316907 - --- Workload: 499532000000.0 + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 1 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 75 in the X datas point -------------- - --- Configuration: 0033-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 124 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 234 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 142 in the X datas point -------------- - --- Configuration: 3330-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7804268935.107504 - --- Energy: 38.575829271360156 - --- Workload: 301057000000.0 + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 29 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 143 in the X datas point -------------- - --- Configuration: 3000-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Configuration: 220020-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 169 in the X datas point -------------- - --- Configuration: 3300-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3333-3000' ---- Neighbour 0 in the list of neghbours, And at position 29 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222220-0-3' +--- Neighbour 0 in the list of neghbours, And at position 352 in the X datas point -------------- - --- Configuration: 3000-3000 + --- Configuration: 222220-0-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Energy efficiency: 11831169215.2977 + --- Energy: 61.61278385319 + --- Workload: 728951000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 143 in the X datas point -------------- - --- Configuration: 3300-3000 + --- Configuration: 220020-0-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 35 in the X datas point -------------- - --- Configuration: 3300-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 124 in the X datas point -------------- - --- Configuration: 3330-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5822958761.806049 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 234 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 22 in the X datas point -------------- - --- Configuration: 3330-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7804268935.107504 - --- Energy: 38.575829271360156 - --- Workload: 301057000000.0 + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 1 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 75 in the X datas point -------------- - --- Configuration: 0033-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 228 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 169 in the X datas point -------------- - --- Configuration: 0333-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8547519937.090253 - --- Energy: 58.44164899316907 - --- Workload: 499532000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 145 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 232 in the X datas point -------------- - --- Configuration: 3333-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9639669166.554203 - --- Energy: 64.97706889442466 - --- Workload: 626356000000.0 + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 22 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 142 in the X datas point -------------- - --- Configuration: 3333-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9400881802.713095 - --- Energy: 66.34289826476824 - --- Workload: 623684000000.0 + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 23 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 16 in the X datas point -------------- - --- Configuration: 3333-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9963434196.49885 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 234 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 22 in the X datas point -------------- - --- Configuration: 3330-2000 - --- Energy efficiency: 7804268935.107504 - --- Energy: 38.575829271360156 - --- Workload: 301057000000.0 + --- Configuration: 222220-0-3 + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (66.34289826476824 mAh) is far from the median. ---- Median :38.575829271360156, the gap is : 10 ---- So yes we remove this configuration '3333-3000' ---- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 2.0, 1, 0, 0, 0] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '3333-3300' +--- The energy of the current configuration (67.53882894703122 mAh) it is NOT far from the median. +--- Median :67.53882894703122, the gap is : 10 +--- So No we don't romove this configuration '222220-0-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '000300-0-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3333-3300' +--- Ordered by distance, Printing the list of the 10 first neighbours of '000300-0-0' --- Neighbour 0 in the list of neghbours, And at position 23 in the X datas point -------------- - --- Configuration: 3333-3300 + --- Configuration: 000300-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 9963434196.49885 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 22 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 742 in the X datas point -------------- - --- Configuration: 3333-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9400881802.713095 - --- Energy: 66.34289826476824 - --- Workload: 623684000000.0 + --- Configuration: 000300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6016955781.391962 + --- Energy: 12.605191807912393 + --- Workload: 75844800000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 145 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 281 in the X datas point -------------- - --- Configuration: 3333-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9639669166.554203 - --- Energy: 64.97706889442466 - --- Workload: 626356000000.0 + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 303 in the X datas point -------------- - --- Configuration: 3330-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5822958761.806049 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 100 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 627 in the X datas point -------------- - --- Configuration: 2222-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11468876336.840899 - --- Energy: 53.84120579706395 - --- Workload: 617498000000.0 + --- Configuration: 300303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9265607916.535404 + --- Energy: 41.90141554208418 + --- Workload: 388241000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 214 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 667 in the X datas point -------------- - --- Configuration: 0222-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10575598076.510221 - --- Energy: 50.06110945250575 - --- Workload: 529426000000.0 + --- Configuration: 300300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8476515812.9402485 + --- Energy: 29.659992682257588 + --- Workload: 251413000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 228 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 734 in the X datas point -------------- - --- Configuration: 0333-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8547519937.090253 - --- Energy: 58.44164899316907 - --- Workload: 499532000000.0 + --- Configuration: 030303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8880442601.259247 + --- Energy: 43.68880457674721 + --- Workload: 387977000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 1 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 49 in the X datas point -------------- - --- Configuration: 0033-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 128 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 30 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 259 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6611133148.221605 - --- Energy: 42.19510352720739 - --- Workload: 278957000000.0 + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3333-3300' ---- Neighbour 0 in the list of neghbours, And at position 27 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '000300-0-0' +--- Neighbour 0 in the list of neghbours, And at position 742 in the X datas point -------------- - --- Configuration: 3300-3000 + --- Configuration: 000300-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Energy efficiency: 6016955781.391962 + --- Energy: 12.605191807912393 + --- Workload: 75844800000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 23 in the X datas point -------------- - --- Configuration: 3330-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5822958761.806049 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Configuration: 000300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 30 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 128 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6611133148.221605 - --- Energy: 42.19510352720739 - --- Workload: 278957000000.0 + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 214 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 281 in the X datas point -------------- - --- Configuration: 0222-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10575598076.510221 - --- Energy: 50.06110945250575 - --- Workload: 529426000000.0 + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 1 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 303 in the X datas point -------------- - --- Configuration: 0033-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 100 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 667 in the X datas point -------------- - --- Configuration: 2222-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11468876336.840899 - --- Energy: 53.84120579706395 - --- Workload: 617498000000.0 + --- Configuration: 300300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8476515812.9402485 + --- Energy: 29.659992682257588 + --- Workload: 251413000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 228 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 49 in the X datas point -------------- - --- Configuration: 0333-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8547519937.090253 - --- Energy: 58.44164899316907 - --- Workload: 499532000000.0 + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 145 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 259 in the X datas point -------------- - --- Configuration: 3333-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9639669166.554203 - --- Energy: 64.97706889442466 - --- Workload: 626356000000.0 + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 22 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 627 in the X datas point -------------- - --- Configuration: 3333-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9400881802.713095 - --- Energy: 66.34289826476824 - --- Workload: 623684000000.0 + --- Configuration: 300303-0-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 9265607916.535404 + --- Energy: 41.90141554208418 + --- Workload: 388241000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 23 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 734 in the X datas point -------------- - --- Configuration: 3333-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9963434196.49885 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 + --- Configuration: 030303-0-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 8880442601.259247 + --- Energy: 43.68880457674721 + --- Workload: 387977000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 1 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 303 in the X datas point -------------- - --- Configuration: 0033-3000 - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Configuration: 300000-0-0 + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (75.09852863759252 mAh) is far from the median. ---- Median :53.35616382684589, the gap is : 10 ---- So yes we remove this configuration '3333-3300' ---- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '0000-3000' +--- The energy of the current configuration (29.19724 mAh) it is NOT far from the median. +--- Median :29.19724, the gap is : 10 +--- So No we don't romove this configuration '000300-0-0' + --- remove_aberrant_points: The value [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '222222-3-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0000-3000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-3-2' --- Neighbour 0 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 0000-3000 + --- Configuration: 222222-3-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 3307720550.5370083 - --- Energy: 35.59789292409111 - --- Workload: 117748000000.0 + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 25 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 240 in the X datas point -------------- - --- Configuration: 0000-3300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5789616901.049658 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 76 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 330 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3331046015.069652 - --- Energy: 35.40657570372512 - --- Workload: 117941000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15386698506.874779 + --- Energy: 100.44256053548322 + --- Workload: 1545480000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 139 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 0100-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4292324465.390988 - --- Energy: 34.94046355190528 - --- Workload: 149976000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 250 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3452478361.591869 - --- Energy: 34.331593464755564 - --- Workload: 118529000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 9 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 214 in the X datas point -------------- - --- Configuration: 0010-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6532788063.289651 - --- Energy: 42.64544340651106 - --- Workload: 278594000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 26 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 226 in the X datas point -------------- - --- Configuration: 0000-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7665772326.561901 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 251 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 272 in the X datas point -------------- - --- Configuration: 0000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 111 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 342 in the X datas point -------------- - --- Configuration: 0011-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6806981239.9597025 - --- Energy: 35.94259902860859 - --- Workload: 244660000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0000-3000' ---- Neighbour 0 in the list of neghbours, And at position 250 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-3-2' +--- Neighbour 0 in the list of neghbours, And at position 272 in the X datas point -------------- - --- Configuration: 0000-2000 + --- Configuration: 222202-3-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 3452478361.591869 - --- Energy: 34.331593464755564 - --- Workload: 118529000000.0 + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 139 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 251 in the X datas point -------------- - --- Configuration: 0100-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4292324465.390988 - --- Energy: 34.94046355190528 - --- Workload: 149976000000.0 + --- Configuration: 222222-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 76 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3331046015.069652 - --- Energy: 35.40657570372512 - --- Workload: 117941000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 24 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 240 in the X datas point -------------- - --- Configuration: 0000-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3307720550.5370083 - --- Energy: 35.59789292409111 - --- Workload: 117748000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 111 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 0011-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6806981239.9597025 - --- Energy: 35.94259902860859 - --- Workload: 244660000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 226 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 25 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 342 in the X datas point -------------- - --- Configuration: 0000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5789616901.049658 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 330 in the X datas point -------------- - --- Configuration: 0000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15386698506.874779 + --- Energy: 100.44256053548322 + --- Workload: 1545480000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 9 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 0010-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6532788063.289651 - --- Energy: 42.64544340651106 - --- Workload: 278594000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 26 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 214 in the X datas point -------------- - --- Configuration: 0000-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7665772326.561901 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 111 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 0011-3000 - --- Energy efficiency: 6806981239.9597025 - --- Energy: 35.94259902860859 - --- Workload: 244660000000.0 + --- Configuration: 222222-3-3 + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (35.94259902860859 mAh) it is NOT far from the median. ---- Median :35.94259902860859, the gap is : 10 ---- So No we don't romove this configuration '0000-3000' - --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '0000-3300' +--- The energy of the current configuration (97.28797445994333 mAh) it is NOT far from the median. +--- Median :97.28797445994333, the gap is : 10 +--- So No we don't romove this configuration '222222-3-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '333300-3-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0000-3300' +--- Ordered by distance, Printing the list of the 10 first neighbours of '333300-3-0' --- Neighbour 0 in the list of neghbours, And at position 25 in the X datas point -------------- - --- Configuration: 0000-3300 + --- Configuration: 333300-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 5789616901.049658 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 9 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 88 in the X datas point -------------- - --- Configuration: 0010-3300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6532788063.289651 - --- Energy: 42.64544340651106 - --- Workload: 278594000000.0 + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 24 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 316 in the X datas point -------------- - --- Configuration: 0000-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3307720550.5370083 - --- Energy: 35.59789292409111 - --- Workload: 117748000000.0 + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 26 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 512 in the X datas point -------------- - --- Configuration: 0000-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7665772326.561901 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11872339111.996523 + --- Energy: 50.4557052793426 + --- Workload: 599027000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 15 in the X datas point -------------- - --- Configuration: 0000-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 76 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 171 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3331046015.069652 - --- Energy: 35.40657570372512 - --- Workload: 117941000000.0 + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 139 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 221 in the X datas point -------------- - --- Configuration: 0100-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4292324465.390988 - --- Energy: 34.94046355190528 - --- Workload: 149976000000.0 + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 190 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 309 in the X datas point -------------- - --- Configuration: 1000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6563747111.951271 - --- Energy: 40.76551455796704 - --- Workload: 267574000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 250 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 315 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3452478361.591869 - --- Energy: 34.331593464755564 - --- Workload: 118529000000.0 + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 319 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0000-3300' ---- Neighbour 0 in the list of neghbours, And at position 250 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333300-3-0' +--- Neighbour 0 in the list of neghbours, And at position 512 in the X datas point -------------- - --- Configuration: 0000-2000 + --- Configuration: 333000-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 3452478361.591869 - --- Energy: 34.331593464755564 - --- Workload: 118529000000.0 + --- Energy efficiency: 11872339111.996523 + --- Energy: 50.4557052793426 + --- Workload: 599027000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 139 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 25 in the X datas point -------------- - --- Configuration: 0100-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4292324465.390988 - --- Energy: 34.94046355190528 - --- Workload: 149976000000.0 + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 76 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 171 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3331046015.069652 - --- Energy: 35.40657570372512 - --- Workload: 117941000000.0 + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 24 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 15 in the X datas point -------------- - --- Configuration: 0000-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3307720550.5370083 - --- Energy: 35.59789292409111 - --- Workload: 117748000000.0 + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 88 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 190 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 221 in the X datas point -------------- - --- Configuration: 1000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6563747111.951271 - --- Energy: 40.76551455796704 - --- Workload: 267574000000.0 + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 25 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 315 in the X datas point -------------- - --- Configuration: 0000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5789616901.049658 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 319 in the X datas point -------------- - --- Configuration: 0000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 9 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 316 in the X datas point -------------- - --- Configuration: 0010-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6532788063.289651 - --- Energy: 42.64544340651106 - --- Workload: 278594000000.0 + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 26 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 309 in the X datas point -------------- - --- Configuration: 0000-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7665772326.561901 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 66 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 88 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 333330-3-0 + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (39.00759503929043 mAh) it is NOT far from the median. ---- Median :39.00759503929043, the gap is : 10 ---- So No we don't romove this configuration '0000-3300' - --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '0000-3330' +--- The energy of the current configuration (58.2884375590111 mAh) it is NOT far from the median. +--- Median :58.2884375590111, the gap is : 10 +--- So No we don't romove this configuration '333300-3-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '110011-3-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0000-3330' +--- Ordered by distance, Printing the list of the 10 first neighbours of '110011-3-2' --- Neighbour 0 in the list of neghbours, And at position 26 in the X datas point -------------- - --- Configuration: 0000-3330 + --- Configuration: 110011-3-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 7665772326.561901 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 25 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 343 in the X datas point -------------- - --- Configuration: 0000-3300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5789616901.049658 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 9 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 414 in the X datas point -------------- - --- Configuration: 0010-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6532788063.289651 - --- Energy: 42.64544340651106 - --- Workload: 278594000000.0 + --- Configuration: 100011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13125943427.183828 + --- Energy: 80.21675217727041 + --- Workload: 1052920000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 24 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 546 in the X datas point -------------- - --- Configuration: 0000-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3307720550.5370083 - --- Energy: 35.59789292409111 - --- Workload: 117748000000.0 + --- Configuration: 110011-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14409055803.391315 + --- Energy: 74.74536356458539 + --- Workload: 1077010000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 164 in the X datas point -------------- - --- Configuration: 0000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 143 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 226 in the X datas point -------------- - --- Configuration: 0200-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8906781623.528154 - --- Energy: 47.48626285009536 - --- Workload: 422949000000.0 + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 204 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 263 in the X datas point -------------- - --- Configuration: 0002-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9147875405.936972 - --- Energy: 51.28673303694986 - --- Workload: 469163000000.0 + --- Configuration: 110111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5358769626.493757 + --- Energy: 14.0838858431668 + --- Workload: 75472200000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 217 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 271 in the X datas point -------------- - --- Configuration: 1100-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9132169894.888725 - --- Energy: 48.617857913878716 - --- Workload: 443986000000.0 + --- Configuration: 010111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5520012806.429711 + --- Energy: 13.6504873016518 + --- Workload: 75350800000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 225 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 383 in the X datas point -------------- - --- Configuration: 1001-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9487576019.202854 - --- Energy: 49.10228531809563 - --- Workload: 465862000000.0 + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 57 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 440 in the X datas point -------------- - --- Configuration: 0101-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9185604320.908272 - --- Energy: 48.9191931692468 - --- Workload: 449351000000.0 + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0000-3330' ---- Neighbour 0 in the list of neghbours, And at position 24 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '110011-3-2' +--- Neighbour 0 in the list of neghbours, And at position 271 in the X datas point -------------- - --- Configuration: 0000-3000 + --- Configuration: 010111-3-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 3307720550.5370083 - --- Energy: 35.59789292409111 - --- Workload: 117748000000.0 + --- Energy efficiency: 5520012806.429711 + --- Energy: 13.6504873016518 + --- Workload: 75350800000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 25 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 263 in the X datas point -------------- - --- Configuration: 0000-3300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5789616901.049658 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Configuration: 110111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5358769626.493757 + --- Energy: 14.0838858431668 + --- Workload: 75472200000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 383 in the X datas point -------------- - --- Configuration: 0000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 9 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 546 in the X datas point -------------- - --- Configuration: 0010-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6532788063.289651 - --- Energy: 42.64544340651106 - --- Workload: 278594000000.0 + --- Configuration: 110011-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14409055803.391315 + --- Energy: 74.74536356458539 + --- Workload: 1077010000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 143 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 164 in the X datas point -------------- - --- Configuration: 0200-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8906781623.528154 - --- Energy: 47.48626285009536 - --- Workload: 422949000000.0 + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 217 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 414 in the X datas point -------------- - --- Configuration: 1100-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9132169894.888725 - --- Energy: 48.617857913878716 - --- Workload: 443986000000.0 + --- Configuration: 100011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13125943427.183828 + --- Energy: 80.21675217727041 + --- Workload: 1052920000000.0 -------------- --- Neighbour 6 in the list of neghbours, And at position 26 in the X datas point -------------- - --- Configuration: 0000-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7665772326.561901 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 57 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 440 in the X datas point -------------- - --- Configuration: 0101-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9185604320.908272 - --- Energy: 48.9191931692468 - --- Workload: 449351000000.0 + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 225 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 343 in the X datas point -------------- - --- Configuration: 1001-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9487576019.202854 - --- Energy: 49.10228531809563 - --- Workload: 465862000000.0 + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 204 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 226 in the X datas point -------------- - --- Configuration: 0002-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9147875405.936972 - --- Energy: 51.28673303694986 - --- Workload: 469163000000.0 + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 143 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 164 in the X datas point -------------- - --- Configuration: 0200-3330 - --- Energy efficiency: 8906781623.528154 - --- Energy: 47.48626285009536 - --- Workload: 422949000000.0 + --- Configuration: 111011-3-3 + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (47.48626285009536 mAh) it is NOT far from the median. ---- Median :47.48626285009536, the gap is : 10 ---- So No we don't romove this configuration '0000-3330' - --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '3300-3000' +--- The energy of the current configuration (77.6473695933206 mAh) it is NOT far from the median. +--- Median :77.6473695933206, the gap is : 10 +--- So No we don't romove this configuration '110011-3-2' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '111011-2-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3300-3000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '111011-2-1' --- Neighbour 0 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 3300-3000 + --- Configuration: 111011-2-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 3330-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5822958761.806049 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 29 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 3000-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 198 in the X datas point -------------- - --- Configuration: 3300-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 22 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 243 in the X datas point -------------- - --- Configuration: 3333-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9400881802.713095 - --- Energy: 66.34289826476824 - --- Workload: 623684000000.0 + --- Configuration: 111011-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14576855743.06251 + --- Energy: 41.794008855435 + --- Workload: 609225000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 30 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 404 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6611133148.221605 - --- Energy: 42.19510352720739 - --- Workload: 278957000000.0 + --- Configuration: 111011-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 19 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 41 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 74 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6473246073.976255 - --- Energy: 42.474892742303716 - --- Workload: 274951000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 114 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 93 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3742206854.226074 - --- Energy: 34.88131927324178 - --- Workload: 130533000000.0 + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3300-3000' ---- Neighbour 0 in the list of neghbours, And at position 114 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111011-2-1' +--- Neighbour 0 in the list of neghbours, And at position 404 in the X datas point -------------- - --- Configuration: 3000-2000 + --- Configuration: 111011-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 3742206854.226074 - --- Energy: 34.88131927324178 - --- Workload: 130533000000.0 + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 29 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 243 in the X datas point -------------- - --- Configuration: 3000-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Configuration: 111011-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14576855743.06251 + --- Energy: 41.794008855435 + --- Workload: 609225000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 41 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 3300-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 3330-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5822958761.806049 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 30 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 198 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6611133148.221605 - --- Energy: 42.19510352720739 - --- Workload: 278957000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 74 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6473246073.976255 - --- Energy: 42.474892742303716 - --- Workload: 274951000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 22 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 93 in the X datas point -------------- - --- Configuration: 3333-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9400881802.713095 - --- Energy: 66.34289826476824 - --- Workload: 623684000000.0 + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 45 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 111111-2-1 + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (36.96583597689362 mAh) it is NOT far from the median. ---- Median :36.96583597689362, the gap is : 10 ---- So No we don't romove this configuration '3300-3000' - --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '3330-3000' +--- The energy of the current configuration (58.45814541687684 mAh) it is NOT far from the median. +--- Median :58.45814541687684, the gap is : 10 +--- So No we don't romove this configuration '111011-2-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '202202-2-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3330-3000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '202202-2-3' --- Neighbour 0 in the list of neghbours, And at position 28 in the X datas point -------------- - --- Configuration: 3330-3000 + --- Configuration: 202202-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 5822958761.806049 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 22 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 30 in the X datas point -------------- - --- Configuration: 3333-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9400881802.713095 - --- Energy: 66.34289826476824 - --- Workload: 623684000000.0 + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 713 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 202002-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12714024713.521238 + --- Energy: 97.24138614826803 + --- Workload: 1236330000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 145 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 9 in the X datas point -------------- - --- Configuration: 3333-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9639669166.554203 - --- Energy: 64.97706889442466 - --- Workload: 626356000000.0 + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 234 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 10 in the X datas point -------------- - --- Configuration: 3330-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7804268935.107504 - --- Energy: 38.575829271360156 - --- Workload: 301057000000.0 + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 23 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 13 in the X datas point -------------- - --- Configuration: 3333-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9963434196.49885 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 29 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 51 in the X datas point -------------- - --- Configuration: 3000-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 74 in the X datas point -------------- - --- Configuration: 3300-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 154 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 98 in the X datas point -------------- - --- Configuration: 3330-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6057595619.146848 - --- Energy: 36.12486526516549 - --- Workload: 218830000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 215 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 158 in the X datas point -------------- - --- Configuration: 3030-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5441732647.675019 - --- Energy: 35.287807273153724 - --- Workload: 192027000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3330-3000' ---- Neighbour 0 in the list of neghbours, And at position 215 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '202202-2-3' +--- Neighbour 0 in the list of neghbours, And at position 10 in the X datas point -------------- - --- Configuration: 3030-2000 + --- Configuration: 101101-2-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 5441732647.675019 - --- Energy: 35.287807273153724 - --- Workload: 192027000000.0 + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 154 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 13 in the X datas point -------------- - --- Configuration: 3330-0030 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6057595619.146848 - --- Energy: 36.12486526516549 - --- Workload: 218830000000.0 + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 29 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 51 in the X datas point -------------- - --- Configuration: 3000-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 158 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 74 in the X datas point -------------- - --- Configuration: 3300-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 9 in the X datas point -------------- - --- Configuration: 3330-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5822958761.806049 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 234 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 30 in the X datas point -------------- - --- Configuration: 3330-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7804268935.107504 - --- Energy: 38.575829271360156 - --- Workload: 301057000000.0 + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 145 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 28 in the X datas point -------------- - --- Configuration: 3333-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9639669166.554203 - --- Energy: 64.97706889442466 - --- Workload: 626356000000.0 + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 22 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 713 in the X datas point -------------- - --- Configuration: 3333-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9400881802.713095 - --- Energy: 66.34289826476824 - --- Workload: 623684000000.0 + --- Configuration: 202002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714024713.521238 + --- Energy: 97.24138614826803 + --- Workload: 1236330000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 23 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point -------------- - --- Configuration: 3333-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9963434196.49885 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 41 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 74 in the X datas point -------------- - --- Configuration: 3300-2000 - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Configuration: 222222-2-3 + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (36.9852979298838 mAh) it is NOT far from the median. ---- Median :36.9852979298838, the gap is : 10 ---- So No we don't romove this configuration '3330-3000' - --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '3000-3000' +--- The energy of the current configuration (83.79533601234984 mAh) it is NOT far from the median. +--- Median :83.79533601234984, the gap is : 10 +--- So No we don't romove this configuration '202202-2-3' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '333303-1-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3000-3000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '333303-1-2' --- Neighbour 0 in the list of neghbours, And at position 29 in the X datas point -------------- - --- Configuration: 3000-3000 + --- Configuration: 333303-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 30 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 121 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6611133148.221605 - --- Energy: 42.19510352720739 - --- Workload: 278957000000.0 + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 195 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 74 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 249 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6473246073.976255 - --- Energy: 42.474892742303716 - --- Workload: 274951000000.0 + --- Configuration: 333303-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13695515814.21211 + --- Energy: 75.8036384393518 + --- Workload: 1038170000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 114 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 252 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3742206854.226074 - --- Energy: 34.88131927324178 - --- Workload: 130533000000.0 + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 514 in the X datas point -------------- - --- Configuration: 3330-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5822958761.806049 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Configuration: 330303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 31 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 715 in the X datas point -------------- - --- Configuration: 3000-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8224428196.629629 - --- Energy: 49.410116578739654 - --- Workload: 406369000000.0 + --- Configuration: 333303-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14664670316.214285 + --- Energy: 99.6674290491051 + --- Workload: 1461590000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 92 in the X datas point -------------- - --- Configuration: 3300-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 69 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 99 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3000-3000' ---- Neighbour 0 in the list of neghbours, And at position 114 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333303-1-2' +--- Neighbour 0 in the list of neghbours, And at position 121 in the X datas point -------------- - --- Configuration: 3000-2000 + --- Configuration: 333300-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 3742206854.226074 - --- Energy: 34.88131927324178 - --- Workload: 130533000000.0 + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 29 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 252 in the X datas point -------------- - --- Configuration: 3000-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 69 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 249 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 333303-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13695515814.21211 + --- Energy: 75.8036384393518 + --- Workload: 1038170000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 195 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 92 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 514 in the X datas point -------------- - --- Configuration: 3300-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Configuration: 330303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 29 in the X datas point -------------- - --- Configuration: 3330-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5822958761.806049 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 30 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6611133148.221605 - --- Energy: 42.19510352720739 - --- Workload: 278957000000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 74 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 99 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6473246073.976255 - --- Energy: 42.474892742303716 - --- Workload: 274951000000.0 + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 31 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 715 in the X datas point -------------- - --- Configuration: 3000-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8224428196.629629 - --- Energy: 49.410116578739654 - --- Workload: 406369000000.0 + --- Configuration: 333303-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14664670316.214285 + --- Energy: 99.6674290491051 + --- Workload: 1461590000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 45 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 92 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 333333-1-1 + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (36.96583597689362 mAh) it is NOT far from the median. ---- Median :36.96583597689362, the gap is : 10 ---- So No we don't romove this configuration '3000-3000' - --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '3000-3300' +--- The energy of the current configuration (79.3851939063441 mAh) it is NOT far from the median. +--- Median :79.3851939063441, the gap is : 10 +--- So No we don't romove this configuration '333303-1-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '202222-2-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3000-3300' +--- Ordered by distance, Printing the list of the 10 first neighbours of '202222-2-3' --- Neighbour 0 in the list of neghbours, And at position 30 in the X datas point -------------- - --- Configuration: 3000-3300 + --- Configuration: 202222-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 6611133148.221605 - --- Energy: 42.19510352720739 - --- Workload: 278957000000.0 + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 74 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 9 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [1.] - --- Energy efficiency: 6473246073.976255 - --- Energy: 42.474892742303716 - --- Workload: 274951000000.0 + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 29 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 13 in the X datas point -------------- - --- Configuration: 3000-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 31 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 28 in the X datas point -------------- - --- Configuration: 3000-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8224428196.629629 - --- Energy: 49.410116578739654 - --- Workload: 406369000000.0 + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 71 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 51 in the X datas point -------------- - --- Configuration: 3000-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6519117311.516021 - --- Energy: 42.79271109577192 - --- Workload: 278971000000.0 + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 74 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 98 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 73 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 158 in the X datas point -------------- - --- Configuration: 2000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6539495281.754154 - --- Energy: 42.61363347008094 - --- Workload: 278672000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 114 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 181 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3742206854.226074 - --- Energy: 34.88131927324178 - --- Workload: 130533000000.0 + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 120 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 406 in the X datas point -------------- - --- Configuration: 3003-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9353836943.914392 - --- Energy: 65.99051868650201 - --- Workload: 617264000000.0 + --- Configuration: 202222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10660117090.726126 + --- Energy: 17.65816139009 + --- Workload: 188238000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3000-3300' ---- Neighbour 0 in the list of neghbours, And at position 114 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '202222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 406 in the X datas point -------------- - --- Configuration: 3000-2000 + --- Configuration: 202222-1-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 3742206854.226074 - --- Energy: 34.88131927324178 - --- Workload: 130533000000.0 + --- Energy efficiency: 10660117090.726126 + --- Energy: 17.65816139009 + --- Workload: 188238000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 29 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 13 in the X datas point -------------- - --- Configuration: 3000-3000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 51 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 158 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 30 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 74 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6611133148.221605 - --- Energy: 42.19510352720739 - --- Workload: 278957000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 74 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 9 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6473246073.976255 - --- Energy: 42.474892742303716 - --- Workload: 274951000000.0 + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 73 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 181 in the X datas point -------------- - --- Configuration: 2000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6539495281.754154 - --- Energy: 42.61363347008094 - --- Workload: 278672000000.0 + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 71 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 30 in the X datas point -------------- - --- Configuration: 3000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6519117311.516021 - --- Energy: 42.79271109577192 - --- Workload: 278971000000.0 + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 31 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 28 in the X datas point -------------- - --- Configuration: 3000-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8224428196.629629 - --- Energy: 49.410116578739654 - --- Workload: 406369000000.0 + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 120 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point -------------- - --- Configuration: 3003-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9353836943.914392 - --- Energy: 65.99051868650201 - --- Workload: 617264000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 30 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 74 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Energy efficiency: 6611133148.221605 - --- Energy: 42.19510352720739 - --- Workload: 278957000000.0 + --- Configuration: 222222-2-3 + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (42.19510352720739 mAh) it is NOT far from the median. ---- Median :42.19510352720739, the gap is : 10 ---- So No we don't romove this configuration '3000-3300' - --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '3000-3330' +--- The energy of the current configuration (83.79533601234984 mAh) it is NOT far from the median. +--- Median :83.79533601234984, the gap is : 10 +--- So No we don't romove this configuration '202222-2-3' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '300033-3-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3000-3330' +--- Ordered by distance, Printing the list of the 10 first neighbours of '300033-3-2' --- Neighbour 0 in the list of neghbours, And at position 31 in the X datas point -------------- - --- Configuration: 3000-3330 + --- Configuration: 300033-3-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 8224428196.629629 - --- Energy: 49.410116578739654 - --- Workload: 406369000000.0 + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 30 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 231 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6611133148.221605 - --- Energy: 42.19510352720739 - --- Workload: 278957000000.0 + --- Configuration: 300333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13826764467.980669 + --- Energy: 100.311184339352 + --- Workload: 1386980000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 74 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 412 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6473246073.976255 - --- Energy: 42.474892742303716 - --- Workload: 274951000000.0 + --- Configuration: 300333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14000308006.776148 + --- Energy: 97.0043167849163 + --- Workload: 1358090000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 120 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 76 in the X datas point -------------- - --- Configuration: 3003-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9353836943.914392 - --- Energy: 65.99051868650201 - --- Workload: 617264000000.0 + --- Configuration: 303033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 29 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 129 in the X datas point -------------- - --- Configuration: 3000-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 71 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 201 in the X datas point -------------- - --- Configuration: 3000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6519117311.516021 - --- Energy: 42.79271109577192 - --- Workload: 278971000000.0 + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 322 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 343 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 73 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 469 in the X datas point -------------- - --- Configuration: 2000-2200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6539495281.754154 - --- Energy: 42.61363347008094 - --- Workload: 278672000000.0 + --- Configuration: 330030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 83 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 499 in the X datas point -------------- - --- Configuration: 3330-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9229945635.620207 - --- Energy: 51.28077619994492 - --- Workload: 473319000000.0 + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3000-3330' ---- Neighbour 0 in the list of neghbours, And at position 29 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '300033-3-2' +--- Neighbour 0 in the list of neghbours, And at position 76 in the X datas point -------------- - --- Configuration: 3000-3000 + --- Configuration: 303033-3-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 201 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 469 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 330030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 30 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 31 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6611133148.221605 - --- Energy: 42.19510352720739 - --- Workload: 278957000000.0 + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 74 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 322 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6473246073.976255 - --- Energy: 42.474892742303716 - --- Workload: 274951000000.0 + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 73 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 499 in the X datas point -------------- - --- Configuration: 2000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6539495281.754154 - --- Energy: 42.61363347008094 - --- Workload: 278672000000.0 + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 71 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 343 in the X datas point -------------- - --- Configuration: 3000-2200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6519117311.516021 - --- Energy: 42.79271109577192 - --- Workload: 278971000000.0 + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 31 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 412 in the X datas point -------------- - --- Configuration: 3000-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8224428196.629629 - --- Energy: 49.410116578739654 - --- Workload: 406369000000.0 + --- Configuration: 300333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14000308006.776148 + --- Energy: 97.0043167849163 + --- Workload: 1358090000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 83 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 129 in the X datas point -------------- - --- Configuration: 3330-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9229945635.620207 - --- Energy: 51.28077619994492 - --- Workload: 473319000000.0 + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 120 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 231 in the X datas point -------------- - --- Configuration: 3003-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9353836943.914392 - --- Energy: 65.99051868650201 - --- Workload: 617264000000.0 + --- Configuration: 300333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13826764467.980669 + --- Energy: 100.311184339352 + --- Workload: 1386980000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 74 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 322 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Energy efficiency: 6473246073.976255 - --- Energy: 42.474892742303716 - --- Workload: 274951000000.0 + --- Configuration: 303033-3-1 + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (42.474892742303716 mAh) it is NOT far from the median. ---- Median :42.474892742303716, the gap is : 10 ---- So No we don't romove this configuration '3000-3330' - --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '0000-0000' +--- The energy of the current configuration (87.10137841468074 mAh) it is NOT far from the median. +--- Median :87.10137841468074, the gap is : 10 +--- So No we don't romove this configuration '300033-3-2' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '330333-2-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0000-0000' ---- Neighbour 0 in the list of neghbours, And at position 16 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '330333-2-2' +--- Neighbour 0 in the list of neghbours, And at position 32 in the X datas point -------------- - --- Configuration: 0000-0000 + --- Configuration: 330333-2-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 382 in the X datas point -------------- - --- Configuration: 0000-0000 + --- Configuration: 330333-2-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 117 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 267 in the X datas point -------------- - --- Configuration: 1000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 75 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 336 in the X datas point -------------- - --- Configuration: 0000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 81 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 652 in the X datas point -------------- - --- Configuration: 0000-0001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3321398441.599851 - --- Energy: 35.588916806469584 - --- Workload: 118205000000.0 + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 665 in the X datas point -------------- - --- Configuration: 2000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14846663657.742832 + --- Energy: 77.43016666098337 + --- Workload: 1149580000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 17 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 53 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 0011-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2745412415.8531094 - --- Energy: 29.5448803510097 - --- Workload: 81112900000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0000-0000' ---- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '330333-2-2' +--- Neighbour 0 in the list of neghbours, And at position 267 in the X datas point -------------- - --- Configuration: 2000-0000 + --- Configuration: 333333-2-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 665 in the X datas point -------------- - --- Configuration: 1000-0000 + --- Configuration: 030333-2-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Energy efficiency: 14846663657.742832 + --- Energy: 77.43016666098337 + --- Workload: 1149580000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 53 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 0011-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 2745412415.8531094 - --- Energy: 29.5448803510097 - --- Workload: 81112900000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 652 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 32 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 17 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 75 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 382 in the X datas point -------------- - --- Configuration: 0000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 81 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 336 in the X datas point -------------- - --- Configuration: 0000-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3321398441.599851 - --- Energy: 35.588916806469584 - --- Workload: 118205000000.0 + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 17 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 32 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 330333-2-2 + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (30.027102694886654 mAh) it is NOT far from the median. ---- Median :30.027102694886654, the gap is : 10 ---- So No we don't romove this configuration '0000-0000' - --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '1000-0000' +--- The energy of the current configuration (89.99138924115384 mAh) it is NOT far from the median. +--- Median :89.99138924115384, the gap is : 10 +--- So No we don't romove this configuration '330333-2-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '220222-0-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1000-0000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '220222-0-1' --- Neighbour 0 in the list of neghbours, And at position 33 in the X datas point -------------- - --- Configuration: 1000-0000 + --- Configuration: 220222-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 2 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 125 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 126 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 241 in the X datas point -------------- - --- Configuration: 2000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 489 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 64 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 185 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 69 in the X datas point -------------- - --- Configuration: 1000-0100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4407169583.478402 - --- Energy: 34.828482821374045 - --- Workload: 153495000000.0 + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 221 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 90 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2083511299.9235353 - --- Energy: 29.12766521649349 - --- Workload: 60687800000.0 + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 7 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 150 in the X datas point -------------- - --- Configuration: 1000-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6501654671.113798 - --- Energy: 42.85376093977719 - --- Workload: 278621000000.0 + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1000-0000' ---- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '220222-0-1' +--- Neighbour 0 in the list of neghbours, And at position 69 in the X datas point -------------- - --- Configuration: 2000-0000 + --- Configuration: 220220-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 221 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 90 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2083511299.9235353 - --- Energy: 29.12766521649349 - --- Workload: 60687800000.0 + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 64 in the X datas point -------------- - --- Configuration: 1000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 2 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 241 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 33 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 150 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 185 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 125 in the X datas point -------------- - --- Configuration: 1000-0100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4407169583.478402 - --- Energy: 34.828482821374045 - --- Workload: 153495000000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 489 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 7 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 126 in the X datas point -------------- - --- Configuration: 1000-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6501654671.113798 - --- Energy: 42.85376093977719 - --- Workload: 278621000000.0 + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 17 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 241 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 220202-0-1 + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (30.027102694886654 mAh) it is NOT far from the median. ---- Median :30.027102694886654, the gap is : 10 ---- So No we don't romove this configuration '1000-0000' - --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '2000-0000' +--- The energy of the current configuration (43.9976841972795 mAh) it is NOT far from the median. +--- Median :43.9976841972795, the gap is : 10 +--- So No we don't romove this configuration '220222-0-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '033333-0-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2000-0000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '033333-0-3' --- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point -------------- - --- Configuration: 2000-0000 + --- Configuration: 033333-0-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 75 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 105 in the X datas point -------------- - --- Configuration: 1000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 215 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 338 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12910472329.630178 + --- Energy: 89.67295919976871 + --- Workload: 1157720000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 497 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 033333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14463386659.839949 + --- Energy: 82.92589585237724 + --- Workload: 1199390000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 95 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 99 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 127 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Configuration: 033030-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10395312961.292013 + --- Energy: 67.1483257685157 + --- Workload: 698028000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 137 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12840398976.87701 + --- Energy: 86.4225033041374 + --- Workload: 1109700000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2000-0000' ---- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '033333-0-3' +--- Neighbour 0 in the list of neghbours, And at position 127 in the X datas point -------------- - --- Configuration: 2000-0000 + --- Configuration: 033030-0-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Energy efficiency: 10395312961.292013 + --- Energy: 67.1483257685157 + --- Workload: 698028000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 75 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 34 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 497 in the X datas point -------------- - --- Configuration: 1000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Configuration: 033333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14463386659.839949 + --- Energy: 82.92589585237724 + --- Workload: 1199390000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 95 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 105 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 137 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12840398976.87701 + --- Energy: 86.4225033041374 + --- Workload: 1109700000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 215 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 338 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12910472329.630178 + --- Energy: 89.67295919976871 + --- Workload: 1157720000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 99 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 32 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 95 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Configuration: 303333-0-3 + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (29.957415812958512 mAh) it is NOT far from the median. ---- Median :29.957415812958512, the gap is : 10 ---- So No we don't romove this configuration '2000-0000' - --- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '3000-0000' +--- The energy of the current configuration (83.5550372075793 mAh) it is NOT far from the median. +--- Median :83.5550372075793, the gap is : 10 +--- So No we don't romove this configuration '033333-0-3' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '110110-0-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3000-0000' ---- Neighbour 0 in the list of neghbours, And at position 18 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '110110-0-3' +--- Neighbour 0 in the list of neghbours, And at position 35 in the X datas point -------------- - --- Configuration: 3000-0000 + --- Configuration: 110110-0-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 237 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 110010-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10831501906.88591 + --- Energy: 62.4324044343125 + --- Workload: 676237000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 22 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 120 in the X datas point -------------- - --- Configuration: 2000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 44 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 123 in the X datas point -------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 + --- Configuration: 010110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607229911.367193 + --- Energy: 52.6902862777189 + --- Workload: 611588000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 143 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2075033200.5312083 - --- Energy: 29.0248902377268 - --- Workload: 60227600000.0 + --- Configuration: 220020-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 199 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 200 in the X datas point -------------- - --- Configuration: 3030-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2117186259.461176 - --- Energy: 28.69675782439391 - --- Workload: 60756400000.0 + --- Configuration: 101110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10569718390.992908 + --- Energy: 73.6624240556838 + --- Workload: 778591000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 207 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 216 in the X datas point -------------- - --- Configuration: 3000-0001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3629843118.1804323 - --- Energy: 34.55029567760096 - --- Workload: 125412000000.0 + --- Configuration: 110100-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 352 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11831169215.2977 + --- Energy: 61.61278385319 + --- Workload: 728951000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 482 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 220222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13826458587.682562 + --- Energy: 73.62693555372604 + --- Workload: 1018000000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3000-0000' ---- Neighbour 0 in the list of neghbours, And at position 199 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '110110-0-3' +--- Neighbour 0 in the list of neghbours, And at position 120 in the X datas point -------------- - --- Configuration: 3030-0000 + --- Configuration: 100110-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 2117186259.461176 - --- Energy: 28.69675782439391 - --- Workload: 60756400000.0 + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 123 in the X datas point -------------- - --- Configuration: 2000-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Configuration: 010110-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11607229911.367193 + --- Energy: 52.6902862777189 + --- Workload: 611588000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 352 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2075033200.5312083 - --- Energy: 29.0248902377268 - --- Workload: 60227600000.0 + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11831169215.2977 + --- Energy: 61.61278385319 + --- Workload: 728951000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 237 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 110010-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10831501906.88591 + --- Energy: 62.4324044343125 + --- Workload: 676237000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 143 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 220020-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 35 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 22 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 482 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 220222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13826458587.682562 + --- Energy: 73.62693555372604 + --- Workload: 1018000000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 207 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 200 in the X datas point -------------- - --- Configuration: 3000-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3629843118.1804323 - --- Energy: 34.55029567760096 - --- Workload: 125412000000.0 + --- Configuration: 101110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10569718390.992908 + --- Energy: 73.6624240556838 + --- Workload: 778591000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 44 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 216 in the X datas point -------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 + --- Configuration: 110100-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 35 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 143 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 220020-0-3 + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (29.239529117166907 mAh) it is NOT far from the median. ---- Median :29.239529117166907, the gap is : 10 ---- So No we don't romove this configuration '3000-0000' - --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '1100-0000' +--- The energy of the current configuration (63.3690752564047 mAh) it is NOT far from the median. +--- Median :63.3690752564047, the gap is : 10 +--- So No we don't romove this configuration '110110-0-3' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '110001-0-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1100-0000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '110001-0-2' --- Neighbour 0 in the list of neghbours, And at position 36 in the X datas point -------------- - --- Configuration: 1100-0000 + --- Configuration: 110001-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 221 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 254 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 2083511299.9235353 - --- Energy: 29.12766521649349 - --- Workload: 60687800000.0 + --- Configuration: 110011-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11783642889.632044 + --- Energy: 56.004272107212 + --- Workload: 659934000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 678 in the X datas point -------------- - --- Configuration: 1000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Configuration: 110001-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12657170413.611015 + --- Energy: 62.61500040774629 + --- Workload: 792529000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 157 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 38 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 177 in the X datas point -------------- - --- Configuration: 1110-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2905397356.669485 - --- Energy: 30.668041259477853 - --- Workload: 89102900000.0 + --- Configuration: 222002-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13620192752.96784 + --- Energy: 65.1406964237598 + --- Workload: 887229000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 502 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 111001-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 558 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 1 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 011001-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11271402985.343796 + --- Energy: 64.71129799002061 + --- Workload: 729387000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 2 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 66 in the X datas point -------------- - --- Configuration: 2000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Configuration: 101101-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1100-0000' ---- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '110001-0-2' +--- Neighbour 0 in the list of neghbours, And at position 2 in the X datas point -------------- - --- Configuration: 2000-0000 + --- Configuration: 110111-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 221 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 157 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 2083511299.9235353 - --- Energy: 29.12766521649349 - --- Workload: 60687800000.0 + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 36 in the X datas point -------------- - --- Configuration: 1000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 66 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Configuration: 101101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 254 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 110011-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11783642889.632044 + --- Energy: 56.004272107212 + --- Workload: 659934000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 558 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 678 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 110001-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12657170413.611015 + --- Energy: 62.61500040774629 + --- Workload: 792529000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 502 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 111001-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 38 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 1 in the X datas point -------------- - --- Configuration: 1110-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2905397356.669485 - --- Energy: 30.668041259477853 - --- Workload: 89102900000.0 + --- Configuration: 011001-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11271402985.343796 + --- Energy: 64.71129799002061 + --- Workload: 729387000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 177 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 222002-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13620192752.96784 + --- Energy: 65.1406964237598 + --- Workload: 887229000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 17 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 254 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 110011-0-2 + --- Energy efficiency: 11783642889.632044 + --- Energy: 56.004272107212 + --- Workload: 659934000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (30.027102694886654 mAh) it is NOT far from the median. ---- Median :30.027102694886654, the gap is : 10 ---- So No we don't romove this configuration '1100-0000' - --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '2200-0000' +--- The energy of the current configuration (56.004272107212 mAh) it is NOT far from the median. +--- Median :56.004272107212, the gap is : 10 +--- So No we don't romove this configuration '110001-0-2' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '222022-2-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2200-0000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '222022-2-3' --- Neighbour 0 in the list of neghbours, And at position 37 in the X datas point -------------- - --- Configuration: 2200-0000 + --- Configuration: 222022-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 357 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 222022-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 48 in the X datas point -------------- - --- Configuration: 2000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 39 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 98 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3029054692.61153 - --- Energy: 30.508250558695604 - --- Workload: 92411200000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 158 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2075033200.5312083 - --- Energy: 29.0248902377268 - --- Workload: 60227600000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 97 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 179 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2991522026.5766816 - --- Energy: 30.63396781022152 - --- Workload: 91642100000.0 + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 174 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 268 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5023055826.242454 - --- Energy: 35.164198939696966 - --- Workload: 176632000000.0 + --- Configuration: 222002-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 221 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 269 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2083511299.9235353 - --- Energy: 29.12766521649349 - --- Workload: 60687800000.0 + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 238 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 355 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5231876778.838105 - --- Energy: 35.35979917082616 - --- Workload: 184998000000.0 + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2200-0000' ---- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222022-2-3' +--- Neighbour 0 in the list of neghbours, And at position 269 in the X datas point -------------- - --- Configuration: 2000-0000 + --- Configuration: 222022-1-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 268 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2075033200.5312083 - --- Energy: 29.0248902377268 - --- Workload: 60227600000.0 + --- Configuration: 222002-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 221 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 48 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2083511299.9235353 - --- Energy: 29.12766521649349 - --- Workload: 60687800000.0 + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 355 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 158 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 74 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 39 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 357 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3029054692.61153 - --- Energy: 30.508250558695604 - --- Workload: 92411200000.0 + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 97 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 179 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2991522026.5766816 - --- Energy: 30.63396781022152 - --- Workload: 91642100000.0 + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 174 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 37 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5023055826.242454 - --- Energy: 35.164198939696966 - --- Workload: 176632000000.0 + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 238 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5231876778.838105 - --- Energy: 35.35979917082616 - --- Workload: 184998000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 37 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 158 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 222222-2-3 + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (30.07061597004587 mAh) it is NOT far from the median. ---- Median :30.07061597004587, the gap is : 10 ---- So No we don't romove this configuration '2200-0000' - --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '1110-0000' +--- The energy of the current configuration (98.33180383203538 mAh) is far from the median. +--- Median :81.9077463484616, the gap is : 10 +--- So yes we remove this configuration '222022-2-3' +--- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '111101-1-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1110-0000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '111101-1-1' --- Neighbour 0 in the list of neghbours, And at position 38 in the X datas point -------------- - --- Configuration: 1110-0000 + --- Configuration: 111101-1-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 2905397356.669485 - --- Energy: 30.668041259477853 - --- Workload: 89102900000.0 + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 146 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 111101-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 39 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 341 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3029054692.61153 - --- Energy: 30.508250558695604 - --- Workload: 92411200000.0 + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 97 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 490 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2991522026.5766816 - --- Energy: 30.63396781022152 - --- Workload: 91642100000.0 + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929324771.852247 + --- Energy: 40.838573735993684 + --- Workload: 650531000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 221 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 4 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2083511299.9235353 - --- Energy: 29.12766521649349 - --- Workload: 60687800000.0 + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 247 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 1110-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6238497769.737048 - --- Energy: 35.660197143265485 - --- Workload: 222466000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 54 in the X datas point -------------- - --- Configuration: 1000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 65 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 113 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 0111-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3139835723.7949314 - --- Energy: 40.0701934667281 - --- Workload: 125814000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1110-0000' ---- Neighbour 0 in the list of neghbours, And at position 221 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111101-1-1' +--- Neighbour 0 in the list of neghbours, And at position 4 in the X datas point -------------- - --- Configuration: 1100-0000 + --- Configuration: 111101-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 2083511299.9235353 - --- Energy: 29.12766521649349 - --- Workload: 60687800000.0 + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 54 in the X datas point -------------- - --- Configuration: 1000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Configuration: 110101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 341 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 490 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929324771.852247 + --- Energy: 40.838573735993684 + --- Workload: 650531000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 39 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 146 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3029054692.61153 - --- Energy: 30.508250558695604 - --- Workload: 92411200000.0 + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 97 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 38 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2991522026.5766816 - --- Energy: 30.63396781022152 - --- Workload: 91642100000.0 + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 38 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 1110-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2905397356.669485 - --- Energy: 30.668041259477853 - --- Workload: 89102900000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 247 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 1110-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6238497769.737048 - --- Energy: 35.660197143265485 - --- Workload: 222466000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 65 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 113 in the X datas point -------------- - --- Configuration: 0111-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3139835723.7949314 - --- Energy: 40.0701934667281 - --- Workload: 125814000000.0 + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 39 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 146 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Energy efficiency: 3029054692.61153 - --- Energy: 30.508250558695604 - --- Workload: 92411200000.0 + --- Configuration: 111101-1-1 + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (30.508250558695604 mAh) it is NOT far from the median. ---- Median :30.508250558695604, the gap is : 10 ---- So No we don't romove this configuration '1110-0000' - --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '2220-0000' +--- The energy of the current configuration (41.1716606409971 mAh) it is NOT far from the median. +--- Median :41.1716606409971, the gap is : 10 +--- So No we don't romove this configuration '111101-1-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '022022-1-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2220-0000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '022022-1-3' --- Neighbour 0 in the list of neghbours, And at position 39 in the X datas point -------------- - --- Configuration: 2220-0000 + --- Configuration: 022022-1-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 3029054692.61153 - --- Energy: 30.508250558695604 - --- Workload: 92411200000.0 + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 97 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 535 in the X datas point -------------- - --- Configuration: 2220-0000 + --- Configuration: 022022-1-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 2991522026.5766816 - --- Energy: 30.63396781022152 - --- Workload: 91642100000.0 + --- Energy efficiency: 13609237950.72095 + --- Energy: 81.63493485553877 + --- Workload: 1110990000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 269 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 491 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 38 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 640 in the X datas point -------------- - --- Configuration: 1110-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2905397356.669485 - --- Energy: 30.668041259477853 - --- Workload: 89102900000.0 + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14620310535.395771 + --- Energy: 81.50438397997827 + --- Workload: 1191620000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 37 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 55 in the X datas point -------------- - --- Configuration: 3333-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Configuration: 011010-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 75 in the X datas point -------------- - --- Configuration: 2000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 94 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 142 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2075033200.5312083 - --- Energy: 29.0248902377268 - --- Workload: 60227600000.0 + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2220-0000' ---- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '022022-1-3' +--- Neighbour 0 in the list of neghbours, And at position 269 in the X datas point -------------- - --- Configuration: 2000-0000 + --- Configuration: 222022-1-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 55 in the X datas point -------------- - --- Configuration: 3300-0000 + --- Configuration: 011010-1-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 2075033200.5312083 - --- Energy: 29.0248902377268 - --- Workload: 60227600000.0 + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 75 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 142 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 94 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 39 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 640 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3029054692.61153 - --- Energy: 30.508250558695604 - --- Workload: 92411200000.0 + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14620310535.395771 + --- Energy: 81.50438397997827 + --- Workload: 1191620000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 97 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 535 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2991522026.5766816 - --- Energy: 30.63396781022152 - --- Workload: 91642100000.0 + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13609237950.72095 + --- Energy: 81.63493485553877 + --- Workload: 1110990000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 38 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 39 in the X datas point -------------- - --- Configuration: 1110-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2905397356.669485 - --- Energy: 30.668041259477853 - --- Workload: 89102900000.0 + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 491 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point -------------- - --- Configuration: 3333-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 19 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 94 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 111011-1-3 + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (30.277288658122774 mAh) it is NOT far from the median. ---- Median :30.277288658122774, the gap is : 10 ---- So No we don't romove this configuration '2220-0000' - --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '3300-1000' +--- The energy of the current configuration (81.3667303591789 mAh) it is NOT far from the median. +--- Median :81.3667303591789, the gap is : 10 +--- So No we don't romove this configuration '022022-1-3' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '000011-1-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3300-1000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '000011-1-1' --- Neighbour 0 in the list of neghbours, And at position 40 in the X datas point -------------- - --- Configuration: 3300-1000 + --- Configuration: 000011-1-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 297 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 337 in the X datas point -------------- - --- Configuration: 3300-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 44 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 433 in the X datas point -------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 + --- Configuration: 010111-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13352311418.629679 + --- Energy: 42.04621333129826 + --- Workload: 561414000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 435 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2075033200.5312083 - --- Energy: 29.0248902377268 - --- Workload: 60227600000.0 + --- Configuration: 010010-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12144942603.001259 + --- Energy: 38.33628258038769 + --- Workload: 465592000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 174 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 533 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5023055826.242454 - --- Energy: 35.164198939696966 - --- Workload: 176632000000.0 + --- Configuration: 000110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12859238913.085691 + --- Energy: 36.48721262882221 + --- Workload: 469198000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 238 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 585 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5231876778.838105 - --- Energy: 35.35979917082616 - --- Workload: 184998000000.0 + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9783204195.037958 + --- Energy: 30.276377856940353 + --- Workload: 296200000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 14 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 643 in the X datas point -------------- - --- Configuration: 3303-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9340120487.55429 - --- Energy: 67.3857084084629 - --- Workload: 629393000000.0 + --- Configuration: 100001-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12431780603.935902 + --- Energy: 37.245499593655026 + --- Workload: 463028000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 696 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9422317701.708267 + --- Energy: 31.27446828861957 + --- Workload: 294678000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 759 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 000022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10913492022.783005 + --- Energy: 17.236925200640222 + --- Workload: 188115000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3300-1000' ---- Neighbour 0 in the list of neghbours, And at position 51 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '000011-1-1' +--- Neighbour 0 in the list of neghbours, And at position 759 in the X datas point -------------- - --- Configuration: 3300-0000 + --- Configuration: 000022-2-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 2075033200.5312083 - --- Energy: 29.0248902377268 - --- Workload: 60227600000.0 + --- Energy efficiency: 10913492022.783005 + --- Energy: 17.236925200640222 + --- Workload: 188115000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 585 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9783204195.037958 + --- Energy: 30.276377856940353 + --- Workload: 296200000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 337 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 696 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9422317701.708267 + --- Energy: 31.27446828861957 + --- Workload: 294678000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 174 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 297 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5023055826.242454 - --- Energy: 35.164198939696966 - --- Workload: 176632000000.0 + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 238 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 533 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5231876778.838105 - --- Energy: 35.35979917082616 - --- Workload: 184998000000.0 + --- Configuration: 000110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12859238913.085691 + --- Energy: 36.48721262882221 + --- Workload: 469198000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 44 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 643 in the X datas point -------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 + --- Configuration: 100001-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12431780603.935902 + --- Energy: 37.245499593655026 + --- Workload: 463028000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 435 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 010010-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12144942603.001259 + --- Energy: 38.33628258038769 + --- Workload: 465592000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 40 in the X datas point -------------- - --- Configuration: 3300-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 14 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 433 in the X datas point -------------- - --- Configuration: 3303-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9340120487.55429 - --- Energy: 67.3857084084629 - --- Workload: 629393000000.0 + --- Configuration: 010111-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13352311418.629679 + --- Energy: 42.04621333129826 + --- Workload: 561414000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 174 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 297 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Energy efficiency: 5023055826.242454 - --- Energy: 35.164198939696966 - --- Workload: 176632000000.0 + --- Configuration: 000000-1-1 + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (35.164198939696966 mAh) it is NOT far from the median. ---- Median :35.164198939696966, the gap is : 10 ---- So No we don't romove this configuration '3300-1000' - --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '3300-2000' +--- The energy of the current configuration (35.6832 mAh) it is NOT far from the median. +--- Median :35.6832, the gap is : 10 +--- So No we don't romove this configuration '000011-1-1' + --- remove_aberrant_points: The value [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '111011-3-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3300-2000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '111011-3-0' --- Neighbour 0 in the list of neghbours, And at position 41 in the X datas point -------------- - --- Configuration: 3300-2000 + --- Configuration: 111011-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 193 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 366 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 381 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 404 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 111011-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 114 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 470 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3742206854.226074 - --- Energy: 34.88131927324178 - --- Workload: 130533000000.0 + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 177 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 19 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5065035050.042546 - --- Energy: 35.13598057141005 - --- Workload: 177965000000.0 + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 234 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 3330-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7804268935.107504 - --- Energy: 38.575829271360156 - --- Workload: 301057000000.0 + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 73 in the X datas point -------------- - --- Configuration: 3330-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5822958761.806049 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3300-2000' ---- Neighbour 0 in the list of neghbours, And at position 19 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111011-3-0' +--- Neighbour 0 in the list of neghbours, And at position 404 in the X datas point -------------- - --- Configuration: 3300-0000 + --- Configuration: 111011-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 114 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 19 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3742206854.226074 - --- Energy: 34.88131927324178 - --- Workload: 130533000000.0 + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 177 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 366 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5065035050.042546 - --- Energy: 35.13598057141005 - --- Workload: 177965000000.0 + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 381 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 470 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 73 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 41 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 193 in the X datas point -------------- - --- Configuration: 3300-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 3330-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5822958761.806049 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 234 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 3330-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7804268935.107504 - --- Energy: 38.575829271360156 - --- Workload: 301057000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 40 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 470 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 111010-3-0 + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (36.78276420172299 mAh) it is NOT far from the median. ---- Median :36.78276420172299, the gap is : 10 ---- So No we don't romove this configuration '3300-2000' - --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '1100-1000' +--- The energy of the current configuration (53.41244164848047 mAh) it is NOT far from the median. +--- Median :53.41244164848047, the gap is : 10 +--- So No we don't romove this configuration '111011-3-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '220020-1-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1100-1000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '220020-1-2' --- Neighbour 0 in the list of neghbours, And at position 42 in the X datas point -------------- - --- Configuration: 1100-1000 + --- Configuration: 220020-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 615 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 220020-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 162 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 162 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 238 in the X datas point -------------- - --- Configuration: 1100-1001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7522756337.9222145 - --- Energy: 41.562953026807364 - --- Workload: 312668000000.0 + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 174 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 245 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5023055826.242454 - --- Energy: 35.164198939696966 - --- Workload: 176632000000.0 + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 221 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 64 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2083511299.9235353 - --- Energy: 29.12766521649349 - --- Workload: 60687800000.0 + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 238 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 87 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5231876778.838105 - --- Energy: 35.35979917082616 - --- Workload: 184998000000.0 + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 247 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 124 in the X datas point -------------- - --- Configuration: 1110-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6238497769.737048 - --- Energy: 35.660197143265485 - --- Workload: 222466000000.0 + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 7 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 143 in the X datas point -------------- - --- Configuration: 1000-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6501654671.113798 - --- Energy: 42.85376093977719 - --- Workload: 278621000000.0 + --- Configuration: 220020-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 558 in the X datas point -------------- - --- Configuration: 1000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1100-1000' ---- Neighbour 0 in the list of neghbours, And at position 221 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '220020-1-2' +--- Neighbour 0 in the list of neghbours, And at position 64 in the X datas point -------------- - --- Configuration: 1100-0000 + --- Configuration: 220020-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 2083511299.9235353 - --- Energy: 29.12766521649349 - --- Workload: 60687800000.0 + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 558 in the X datas point -------------- - --- Configuration: 1000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Configuration: 110000-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 615 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 174 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 42 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5023055826.242454 - --- Energy: 35.164198939696966 - --- Workload: 176632000000.0 + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 -------------- --- Neighbour 4 in the list of neghbours, And at position 238 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5231876778.838105 - --- Energy: 35.35979917082616 - --- Workload: 184998000000.0 + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 247 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 143 in the X datas point -------------- - --- Configuration: 1110-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6238497769.737048 - --- Energy: 35.660197143265485 - --- Workload: 222466000000.0 + --- Configuration: 220020-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 245 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 124 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 -------------- --- Neighbour 8 in the list of neghbours, And at position 162 in the X datas point -------------- - --- Configuration: 1100-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7522756337.9222145 - --- Energy: 41.562953026807364 - --- Workload: 312668000000.0 + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 7 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 87 in the X datas point -------------- - --- Configuration: 1000-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6501654671.113798 - --- Energy: 42.85376093977719 - --- Workload: 278621000000.0 + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 -------------- -------------- --- Median at position 4 in the list of neghbours, And at position 238 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Energy efficiency: 5231876778.838105 - --- Energy: 35.35979917082616 - --- Workload: 184998000000.0 + --- Configuration: 330030-1-2 + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (35.35979917082616 mAh) it is NOT far from the median. ---- Median :35.35979917082616, the gap is : 10 ---- So No we don't romove this configuration '1100-1000' - --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '2200-2000' +--- The energy of the current configuration (62.4755025899128 mAh) it is NOT far from the median. +--- Median :62.4755025899128, the gap is : 10 +--- So No we don't romove this configuration '220020-1-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '333033-0-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2200-2000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '333033-0-2' --- Neighbour 0 in the list of neghbours, And at position 43 in the X datas point -------------- - --- Configuration: 2200-2000 + --- Configuration: 333033-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 177 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 77 in the X datas point -------------- - --- Configuration: 2200-2000 + --- Configuration: 333033-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 5065035050.042546 - --- Energy: 35.13598057141005 - --- Workload: 177965000000.0 + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 189 in the X datas point -------------- - --- Configuration: 3300-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13468757197.367126 + --- Energy: 79.8767027494463 + --- Workload: 1075840000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 69 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 14 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 174 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 401 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5023055826.242454 - --- Energy: 35.164198939696966 - --- Workload: 176632000000.0 + --- Configuration: 330033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12619618206.070793 + --- Energy: 80.8971097844968 + --- Workload: 1020890000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 238 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 483 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5231876778.838105 - --- Energy: 35.35979917082616 - --- Workload: 184998000000.0 + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 105 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 142 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 169 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2200-2000' ---- Neighbour 0 in the list of neghbours, And at position 37 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333033-0-2' +--- Neighbour 0 in the list of neghbours, And at position 14 in the X datas point -------------- - --- Configuration: 2200-0000 + --- Configuration: 333030-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 177 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 77 in the X datas point -------------- - --- Configuration: 2200-2000 + --- Configuration: 333033-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 5065035050.042546 - --- Energy: 35.13598057141005 - --- Workload: 177965000000.0 + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 174 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 169 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5023055826.242454 - --- Energy: 35.164198939696966 - --- Workload: 176632000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 238 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 43 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5231876778.838105 - --- Energy: 35.35979917082616 - --- Workload: 184998000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 69 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 483 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 142 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 189 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13468757197.367126 + --- Energy: 79.8767027494463 + --- Workload: 1075840000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 401 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 330033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12619618206.070793 + --- Energy: 80.8971097844968 + --- Workload: 1020890000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 105 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 3300-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 69 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 483 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 333333-0-2 + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (36.241340818491324 mAh) it is NOT far from the median. ---- Median :36.241340818491324, the gap is : 10 ---- So No we don't romove this configuration '2200-2000' - --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '3000-1000' +--- The energy of the current configuration (76.85298501974917 mAh) it is NOT far from the median. +--- Median :76.85298501974917, the gap is : 10 +--- So No we don't romove this configuration '333033-0-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '222220-3-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3000-1000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '222220-3-3' --- Neighbour 0 in the list of neghbours, And at position 44 in the X datas point -------------- - --- Configuration: 3000-1000 + --- Configuration: 222220-3-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 163 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 176 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 342 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 777 in the X datas point -------------- - --- Configuration: 3030-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4306298392.02818 - --- Energy: 43.625602385234735 - --- Workload: 187865000000.0 + --- Configuration: 022220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6021448399.197943 + --- Energy: 12.583421405685236 + --- Workload: 75770300000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 70 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 9 in the X datas point -------------- - --- Configuration: 3000-1100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6443423519.784533 - --- Energy: 43.3608751201712 - --- Workload: 279393000000.0 + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 114 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 13 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3742206854.226074 - --- Energy: 34.88131927324178 - --- Workload: 130533000000.0 + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 46 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3000-1000' ---- Neighbour 0 in the list of neghbours, And at position 18 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222220-3-3' +--- Neighbour 0 in the list of neghbours, And at position 777 in the X datas point -------------- - --- Configuration: 3000-0000 + --- Configuration: 022220-3-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Energy efficiency: 6021448399.197943 + --- Energy: 12.583421405685236 + --- Workload: 75770300000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 44 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 13 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 114 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 46 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3742206854.226074 - --- Energy: 34.88131927324178 - --- Workload: 130533000000.0 + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 44 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 163 in the X datas point -------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 176 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 9 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 70 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 3000-1100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6443423519.784533 - --- Energy: 43.3608751201712 - --- Workload: 279393000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 342 in the X datas point -------------- - --- Configuration: 3030-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4306298392.02818 - --- Energy: 43.625602385234735 - --- Workload: 187865000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 44 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 163 in the X datas point -------------- - --- Configuration: 3000-1000 - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 + --- Configuration: 222220-2-3 + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (36.46450751429702 mAh) it is NOT far from the median. ---- Median :36.46450751429702, the gap is : 10 ---- So No we don't romove this configuration '3000-1000' - --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '3000-2000' +--- The energy of the current configuration (79.5738884766809 mAh) it is NOT far from the median. +--- Median :79.5738884766809, the gap is : 10 +--- So No we don't romove this configuration '222220-3-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '030300-2-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3000-2000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '030300-2-0' --- Neighbour 0 in the list of neghbours, And at position 45 in the X datas point -------------- - --- Configuration: 3000-2000 + --- Configuration: 030300-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 114 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 564 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 3742206854.226074 - --- Energy: 34.88131927324178 - --- Workload: 130533000000.0 + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11625825142.93952 + --- Energy: 47.58862500100224 + --- Workload: 553257000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 29 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 575 in the X datas point -------------- - --- Configuration: 3000-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Configuration: 020200-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 584 in the X datas point -------------- - --- Configuration: 3300-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Configuration: 330300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12326960294.86089 + --- Energy: 42.494897108957154 + --- Workload: 523833000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 44 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 651 in the X datas point -------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11668883754.580038 + --- Energy: 47.396418468531486 + --- Workload: 553063000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 69 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 168 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 71 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 178 in the X datas point -------------- - --- Configuration: 3000-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6519117311.516021 - --- Energy: 42.79271109577192 - --- Workload: 278971000000.0 + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 215 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 422 in the X datas point -------------- - --- Configuration: 3030-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5441732647.675019 - --- Energy: 35.287807273153724 - --- Workload: 192027000000.0 + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 441 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 020202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 577 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 330303-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14185463588.042788 + --- Energy: 62.03120341832688 + --- Workload: 879941000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3000-2000' ---- Neighbour 0 in the list of neghbours, And at position 18 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '030300-2-0' +--- Neighbour 0 in the list of neghbours, And at position 575 in the X datas point -------------- - --- Configuration: 3000-0000 + --- Configuration: 020200-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 114 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 45 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 3742206854.226074 - --- Energy: 34.88131927324178 - --- Workload: 130533000000.0 + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 215 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 584 in the X datas point -------------- - --- Configuration: 3030-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5441732647.675019 - --- Energy: 35.287807273153724 - --- Workload: 192027000000.0 + --- Configuration: 330300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12326960294.86089 + --- Energy: 42.494897108957154 + --- Workload: 523833000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 29 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 422 in the X datas point -------------- - --- Configuration: 3000-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 69 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 651 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11668883754.580038 + --- Energy: 47.396418468531486 + --- Workload: 553063000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 44 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 564 in the X datas point -------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11625825142.93952 + --- Energy: 47.58862500100224 + --- Workload: 553257000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 178 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 441 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 020202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 168 in the X datas point -------------- - --- Configuration: 3300-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 71 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 577 in the X datas point -------------- - --- Configuration: 3000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6519117311.516021 - --- Energy: 42.79271109577192 - --- Workload: 278971000000.0 + --- Configuration: 330303-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14185463588.042788 + --- Energy: 62.03120341832688 + --- Workload: 879941000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 69 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 651 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 030300-3-0 + --- Energy efficiency: 11668883754.580038 + --- Energy: 47.396418468531486 + --- Workload: 553063000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (36.241340818491324 mAh) it is NOT far from the median. ---- Median :36.241340818491324, the gap is : 10 ---- So No we don't romove this configuration '3000-2000' - --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '1000-1000' +--- The energy of the current configuration (47.396418468531486 mAh) it is NOT far from the median. +--- Median :47.396418468531486, the gap is : 10 +--- So No we don't romove this configuration '030300-2-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '220220-3-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1000-1000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '220220-3-2' --- Neighbour 0 in the list of neghbours, And at position 46 in the X datas point -------------- - --- Configuration: 1000-1000 + --- Configuration: 220220-3-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 7 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 226 in the X datas point -------------- - --- Configuration: 1000-1010 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6501654671.113798 - --- Energy: 42.85376093977719 - --- Workload: 278621000000.0 + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 471 in the X datas point -------------- - --- Configuration: 1000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14772139744.44198 + --- Energy: 98.66003637723567 + --- Workload: 1457420000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 680 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 220220-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12953334317.786741 + --- Energy: 68.45824901392889 + --- Workload: 886763000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 72 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 12 in the X datas point -------------- - --- Configuration: 1000-1100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6448575832.027497 - --- Energy: 42.80059101405426 - --- Workload: 276003000000.0 + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 75 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 0000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 44 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 204 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 205 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 240 in the X datas point -------------- - --- Configuration: 2000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1000-1000' ---- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '220220-3-2' +--- Neighbour 0 in the list of neghbours, And at position 680 in the X datas point -------------- - --- Configuration: 2000-0000 + --- Configuration: 220220-3-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Energy efficiency: 12953334317.786741 + --- Energy: 68.45824901392889 + --- Workload: 886763000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 204 in the X datas point -------------- - --- Configuration: 1000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 44 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 205 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 46 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 75 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 12 in the X datas point -------------- - --- Configuration: 0000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 240 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 226 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 72 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 471 in the X datas point -------------- - --- Configuration: 1000-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6448575832.027497 - --- Energy: 42.80059101405426 - --- Workload: 276003000000.0 + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14772139744.44198 + --- Energy: 98.66003637723567 + --- Workload: 1457420000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 7 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 1000-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6501654671.113798 - --- Energy: 42.85376093977719 - --- Workload: 278621000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 16 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 46 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 220220-3-2 + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (30.299284062105812 mAh) it is NOT far from the median. ---- Median :30.299284062105812, the gap is : 10 ---- So No we don't romove this configuration '1000-1000' - --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '1001-2000' +--- The energy of the current configuration (77.28586489330746 mAh) it is NOT far from the median. +--- Median :77.28586489330746, the gap is : 10 +--- So No we don't romove this configuration '220220-3-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '101110-2-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1001-2000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '101110-2-3' --- Neighbour 0 in the list of neghbours, And at position 47 in the X datas point -------------- - --- Configuration: 1001-2000 + --- Configuration: 101110-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 84 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 13 in the X datas point -------------- - --- Configuration: 2002-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7263008047.412917 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 105 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 266 in the X datas point -------------- - --- Configuration: 1101-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6788174999.151478 - --- Energy: 36.70897651674008 - --- Workload: 249187000000.0 + --- Configuration: 101010-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5883010454.109577 + --- Energy: 12.9248547023353 + --- Workload: 76037200000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 128 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 562 in the X datas point -------------- - --- Configuration: 1001-2002 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9165566798.65083 - --- Energy: 65.10994999301121 - --- Workload: 596772000000.0 + --- Configuration: 101110-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14736981718.77418 + --- Energy: 73.08276501890562 + --- Workload: 1077020000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 30 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 50 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 82 in the X datas point -------------- - --- Configuration: 0001-2002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8407741848.694279 - --- Energy: 65.1809584910712 - --- Workload: 548023000000.0 + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 54 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 103 in the X datas point -------------- - --- Configuration: 1001-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7043096708.760907 - --- Energy: 47.6050128004243 - --- Workload: 335286000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 69 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 139 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 76 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 147 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3331046015.069652 - --- Energy: 35.40657570372512 - --- Workload: 117941000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 78 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 163 in the X datas point -------------- - --- Configuration: 1001-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9166575000.916658 - --- Energy: 50.735447078258076 - --- Workload: 465069000000.0 + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1001-2000' ---- Neighbour 0 in the list of neghbours, And at position 76 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '101110-2-3' +--- Neighbour 0 in the list of neghbours, And at position 266 in the X datas point -------------- - --- Configuration: 0000-2000 + --- Configuration: 101010-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 3331046015.069652 - --- Energy: 35.40657570372512 - --- Workload: 117941000000.0 + --- Energy efficiency: 5883010454.109577 + --- Energy: 12.9248547023353 + --- Workload: 76037200000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 69 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 47 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 105 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 562 in the X datas point -------------- - --- Configuration: 1101-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6788174999.151478 - --- Energy: 36.70897651674008 - --- Workload: 249187000000.0 + --- Configuration: 101110-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14736981718.77418 + --- Energy: 73.08276501890562 + --- Workload: 1077020000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 13 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 47 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 163 in the X datas point -------------- - --- Configuration: 1001-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 84 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 139 in the X datas point -------------- - --- Configuration: 2002-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7263008047.412917 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 54 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 82 in the X datas point -------------- - --- Configuration: 1001-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7043096708.760907 - --- Energy: 47.6050128004243 - --- Workload: 335286000000.0 + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 78 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 147 in the X datas point -------------- - --- Configuration: 1001-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9166575000.916658 - --- Energy: 50.735447078258076 - --- Workload: 465069000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 128 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 30 in the X datas point -------------- - --- Configuration: 1001-2002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9165566798.65083 - --- Energy: 65.10994999301121 - --- Workload: 596772000000.0 + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 50 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 103 in the X datas point -------------- - --- Configuration: 0001-2002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8407741848.694279 - --- Energy: 65.1809584910712 - --- Workload: 548023000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 47 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 163 in the X datas point -------------- - --- Configuration: 1001-2000 - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Configuration: 222220-2-3 + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (39.7073615035878 mAh) it is NOT far from the median. ---- Median :39.7073615035878, the gap is : 10 ---- So No we don't romove this configuration '1001-2000' - --- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '0111-0000' +--- The energy of the current configuration (79.5738884766809 mAh) it is NOT far from the median. +--- Median :79.5738884766809, the gap is : 10 +--- So No we don't romove this configuration '101110-2-3' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '111011-2-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0111-0000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '111011-2-3' --- Neighbour 0 in the list of neghbours, And at position 48 in the X datas point -------------- - --- Configuration: 0111-0000 + --- Configuration: 111011-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 3139835723.7949314 - --- Energy: 40.0701934667281 - --- Workload: 125814000000.0 + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 53 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 486 in the X datas point -------------- - --- Configuration: 0011-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2745412415.8531094 - --- Energy: 29.5448803510097 - --- Workload: 81112900000.0 + --- Configuration: 111011-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 200 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 37 in the X datas point -------------- - --- Configuration: 0111-0001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6254338947.644929 - --- Energy: 35.98594879953233 - --- Workload: 225068000000.0 + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 201 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 94 in the X datas point -------------- - --- Configuration: 0011-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2780233650.836016 - --- Energy: 29.193550568943994 - --- Workload: 81165000000.0 + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 38 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 103 in the X datas point -------------- - --- Configuration: 1110-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2905397356.669485 - --- Energy: 30.668041259477853 - --- Workload: 89102900000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 110 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 139 in the X datas point -------------- - --- Configuration: 0110-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5194211570.625695 - --- Energy: 35.648662348871625 - --- Workload: 185167000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 121 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 147 in the X datas point -------------- - --- Configuration: 0110-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5162462701.2069845 - --- Energy: 35.42009012551951 - --- Workload: 182855000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 133 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 164 in the X datas point -------------- - --- Configuration: 0111-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6681499595.769274 - --- Energy: 37.38840673928198 - --- Workload: 249811000000.0 + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 176 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 357 in the X datas point -------------- - --- Configuration: 0222-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9969791531.659073 - --- Energy: 42.75164023390624 - --- Workload: 426227000000.0 + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 757 in the X datas point -------------- - --- Configuration: 0011-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Configuration: 110011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5863314414.372156 + --- Energy: 12.909260168513825 + --- Workload: 75691200000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0111-0000' ---- Neighbour 0 in the list of neghbours, And at position 201 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111011-2-3' +--- Neighbour 0 in the list of neghbours, And at position 757 in the X datas point -------------- - --- Configuration: 0011-0000 + --- Configuration: 110011-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 2780233650.836016 - --- Energy: 29.193550568943994 - --- Workload: 81165000000.0 + --- Energy efficiency: 5863314414.372156 + --- Energy: 12.909260168513825 + --- Workload: 75691200000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 53 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 48 in the X datas point -------------- - --- Configuration: 0011-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2745412415.8531094 - --- Energy: 29.5448803510097 - --- Workload: 81112900000.0 + --- Configuration: 111011-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 38 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 164 in the X datas point -------------- - --- Configuration: 1110-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2905397356.669485 - --- Energy: 30.668041259477853 - --- Workload: 89102900000.0 + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 121 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 486 in the X datas point -------------- - --- Configuration: 0110-0100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5162462701.2069845 - --- Energy: 35.42009012551951 - --- Workload: 182855000000.0 + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 110 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 139 in the X datas point -------------- - --- Configuration: 0110-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5194211570.625695 - --- Energy: 35.648662348871625 - --- Workload: 185167000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 200 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 94 in the X datas point -------------- - --- Configuration: 0111-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6254338947.644929 - --- Energy: 35.98594879953233 - --- Workload: 225068000000.0 + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 133 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 147 in the X datas point -------------- - --- Configuration: 0111-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6681499595.769274 - --- Energy: 37.38840673928198 - --- Workload: 249811000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 357 in the X datas point -------------- - --- Configuration: 0111-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3139835723.7949314 - --- Energy: 40.0701934667281 - --- Workload: 125814000000.0 + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 176 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 103 in the X datas point -------------- - --- Configuration: 0222-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9969791531.659073 - --- Energy: 42.75164023390624 - --- Workload: 426227000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point -------------- - --- Configuration: 0011-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 110 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 139 in the X datas point -------------- - --- Configuration: 0110-0010 - --- Energy efficiency: 5194211570.625695 - --- Energy: 35.648662348871625 - --- Workload: 185167000000.0 + --- Configuration: 111111-2-3 + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (35.648662348871625 mAh) it is NOT far from the median. ---- Median :35.648662348871625, the gap is : 10 ---- So No we don't romove this configuration '0111-0000' - --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 1.0, 0, 1, 0, 1] ---- Computing the list of the 10 first neighbours of '3000-0202' +--- The energy of the current configuration (80.579674343825 mAh) it is NOT far from the median. +--- Median :80.579674343825, the gap is : 10 +--- So No we don't romove this configuration '111011-2-3' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '303300-0-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3000-0202' +--- Ordered by distance, Printing the list of the 10 first neighbours of '303300-0-1' --- Neighbour 0 in the list of neghbours, And at position 49 in the X datas point -------------- - --- Configuration: 3000-0202 + --- Configuration: 303300-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 8354358468.81318 - --- Energy: 64.35822134376 - --- Workload: 537670000000.0 + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 71 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 6 in the X datas point -------------- - --- Configuration: 3000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6519117311.516021 - --- Energy: 42.79271109577192 - --- Workload: 278971000000.0 + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 95 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 58 in the X datas point -------------- - --- Configuration: 3003-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7595205906.032112 - --- Energy: 65.80063109114849 - --- Workload: 499771000000.0 + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 207 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 234 in the X datas point -------------- - --- Configuration: 3000-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3629843118.1804323 - --- Energy: 34.55029567760096 - --- Workload: 125412000000.0 + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 227 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 306 in the X datas point -------------- - --- Configuration: 3300-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7514502990.77219 - --- Energy: 41.92637824781065 - --- Workload: 315055000000.0 + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 248 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 434 in the X datas point -------------- - --- Configuration: 3300-2202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9961846129.324686 - --- Energy: 83.53903174389984 - --- Workload: 832202000000.0 + --- Configuration: 303330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5989960825.6562 + --- Energy: 27.414270971275005 + --- Workload: 164210000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 8 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 457 in the X datas point -------------- - --- Configuration: 0020-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8089829466.394849 - --- Energy: 66.44909360627778 - --- Workload: 537560000000.0 + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 674 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13890586627.254442 + --- Energy: 40.077884631026805 + --- Workload: 556705000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 30 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 712 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6611133148.221605 - --- Energy: 42.19510352720739 - --- Workload: 278957000000.0 + --- Configuration: 300300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11916238377.198992 + --- Energy: 39.019265274982374 + --- Workload: 464963000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 23 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 000300-0-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3000-0202' ---- Neighbour 0 in the list of neghbours, And at position 18 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '303300-0-1' +--- Neighbour 0 in the list of neghbours, And at position 23 in the X datas point -------------- - --- Configuration: 3000-0000 + --- Configuration: 000300-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 434 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 303330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5989960825.6562 + --- Energy: 27.414270971275005 + --- Workload: 164210000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 207 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 49 in the X datas point -------------- - --- Configuration: 3000-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3629843118.1804323 - --- Energy: 34.55029567760096 - --- Workload: 125412000000.0 + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 227 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 58 in the X datas point -------------- - --- Configuration: 3300-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7514502990.77219 - --- Energy: 41.92637824781065 - --- Workload: 315055000000.0 + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 30 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 712 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6611133148.221605 - --- Energy: 42.19510352720739 - --- Workload: 278957000000.0 + --- Configuration: 300300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11916238377.198992 + --- Energy: 39.019265274982374 + --- Workload: 464963000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 71 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 234 in the X datas point -------------- - --- Configuration: 3000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6519117311.516021 - --- Energy: 42.79271109577192 - --- Workload: 278971000000.0 + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 49 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 674 in the X datas point -------------- - --- Configuration: 3000-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8354358468.81318 - --- Energy: 64.35822134376 - --- Workload: 537670000000.0 + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13890586627.254442 + --- Energy: 40.077884631026805 + --- Workload: 556705000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 95 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 457 in the X datas point -------------- - --- Configuration: 3003-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7595205906.032112 - --- Energy: 65.80063109114849 - --- Workload: 499771000000.0 + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 8 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 306 in the X datas point -------------- - --- Configuration: 0020-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8089829466.394849 - --- Energy: 66.44909360627778 - --- Workload: 537560000000.0 + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 248 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 6 in the X datas point -------------- - --- Configuration: 3300-2202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9961846129.324686 - --- Energy: 83.53903174389984 - --- Workload: 832202000000.0 + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 30 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 712 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Energy efficiency: 6611133148.221605 - --- Energy: 42.19510352720739 - --- Workload: 278957000000.0 + --- Configuration: 300300-1-1 + --- Energy efficiency: 11916238377.198992 + --- Energy: 39.019265274982374 + --- Workload: 464963000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (64.35822134376 mAh) is far from the median. ---- Median :42.19510352720739, the gap is : 10 ---- So yes we remove this configuration '3000-0202' ---- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 1.0, 0, 1, 0, 1] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [0.0, 0, 0, 0, 1, 1.0, 1, 0, 0, 1] ---- Computing the list of the 10 first neighbours of '0001-2002' +--- The energy of the current configuration (39.019265274982374 mAh) it is NOT far from the median. +--- Median :39.019265274982374, the gap is : 10 +--- So No we don't romove this configuration '303300-0-1' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '222220-2-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0001-2002' +--- Ordered by distance, Printing the list of the 10 first neighbours of '222220-2-1' --- Neighbour 0 in the list of neghbours, And at position 50 in the X datas point -------------- - --- Configuration: 0001-2002 + --- Configuration: 222220-2-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 8407741848.694279 - --- Energy: 65.1809584910712 - --- Workload: 548023000000.0 + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 128 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 196 in the X datas point -------------- - --- Configuration: 1001-2002 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9165566798.65083 - --- Energy: 65.10994999301121 - --- Workload: 596772000000.0 + --- Configuration: 222020-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 47 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 205 in the X datas point -------------- - --- Configuration: 1001-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 54 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 353 in the X datas point -------------- - --- Configuration: 1001-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7043096708.760907 - --- Energy: 47.6050128004243 - --- Workload: 335286000000.0 + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 76 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 400 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3331046015.069652 - --- Energy: 35.40657570372512 - --- Workload: 117941000000.0 + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 119 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 429 in the X datas point -------------- - --- Configuration: 0011-2022 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10199970420.085781 - --- Energy: 84.69065283515172 - --- Workload: 863842000000.0 + --- Configuration: 222220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14754441824.711329 + --- Energy: 76.06186087808521 + --- Workload: 1122250000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 250 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 473 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3452478361.591869 - --- Energy: 34.331593464755564 - --- Workload: 118529000000.0 + --- Configuration: 222222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16028749164.501448 + --- Energy: 76.22620686685552 + --- Workload: 1221810000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 24 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 523 in the X datas point -------------- - --- Configuration: 0000-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3307720550.5370083 - --- Energy: 35.59789292409111 - --- Workload: 117748000000.0 + --- Configuration: 202220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 58 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 566 in the X datas point -------------- - --- Configuration: 0001-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4533975344.242078 - --- Energy: 35.4792605525655 - --- Workload: 160862000000.0 + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13883393379.009699 + --- Energy: 44.42888788986695 + --- Workload: 616824000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 62 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 763 in the X datas point -------------- - --- Configuration: 0001-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6336774201.724871 - --- Energy: 45.652440385434886 - --- Workload: 289290000000.0 + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6055761451.444905 + --- Energy: 12.504158981784528 + --- Workload: 75722300000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0001-2002' ---- Neighbour 0 in the list of neghbours, And at position 250 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222220-2-1' +--- Neighbour 0 in the list of neghbours, And at position 763 in the X datas point -------------- - --- Configuration: 0000-2000 + --- Configuration: 111110-2-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 3452478361.591869 - --- Energy: 34.331593464755564 - --- Workload: 118529000000.0 + --- Energy efficiency: 6055761451.444905 + --- Energy: 12.504158981784528 + --- Workload: 75722300000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 76 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 566 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3331046015.069652 - --- Energy: 35.40657570372512 - --- Workload: 117941000000.0 + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13883393379.009699 + --- Energy: 44.42888788986695 + --- Workload: 616824000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 58 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 400 in the X datas point -------------- - --- Configuration: 0001-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4533975344.242078 - --- Energy: 35.4792605525655 - --- Workload: 160862000000.0 + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 24 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 523 in the X datas point -------------- - --- Configuration: 0000-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3307720550.5370083 - --- Energy: 35.59789292409111 - --- Workload: 117748000000.0 + --- Configuration: 202220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 47 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 196 in the X datas point -------------- - --- Configuration: 1001-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Configuration: 222020-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 62 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 50 in the X datas point -------------- - --- Configuration: 0001-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6336774201.724871 - --- Energy: 45.652440385434886 - --- Workload: 289290000000.0 + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 54 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 353 in the X datas point -------------- - --- Configuration: 1001-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7043096708.760907 - --- Energy: 47.6050128004243 - --- Workload: 335286000000.0 + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 128 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 205 in the X datas point -------------- - --- Configuration: 1001-2002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9165566798.65083 - --- Energy: 65.10994999301121 - --- Workload: 596772000000.0 + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 50 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 429 in the X datas point -------------- - --- Configuration: 0001-2002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8407741848.694279 - --- Energy: 65.1809584910712 - --- Workload: 548023000000.0 + --- Configuration: 222220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14754441824.711329 + --- Energy: 76.06186087808521 + --- Workload: 1122250000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 119 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 473 in the X datas point -------------- - --- Configuration: 0011-2022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10199970420.085781 - --- Energy: 84.69065283515172 - --- Workload: 863842000000.0 + --- Configuration: 222222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16028749164.501448 + --- Energy: 76.22620686685552 + --- Workload: 1221810000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 47 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 196 in the X datas point -------------- - --- Configuration: 1001-2000 - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Configuration: 222020-2-1 + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (65.1809584910712 mAh) is far from the median. ---- Median :39.7073615035878, the gap is : 10 ---- So yes we remove this configuration '0001-2002' ---- remove_aberrant_points: The value [0.0, 0, 0, 0, 1, 1.0, 1, 0, 0, 1] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '3300-0000' +--- The energy of the current configuration (56.5693073110482 mAh) it is NOT far from the median. +--- Median :56.5693073110482, the gap is : 10 +--- So No we don't romove this configuration '222220-2-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '200222-2-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3300-0000' ---- Neighbour 0 in the list of neghbours, And at position 19 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '200222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 51 in the X datas point -------------- - --- Configuration: 3300-0000 + --- Configuration: 200222-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 30 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 2075033200.5312083 - --- Energy: 29.0248902377268 - --- Workload: 60227600000.0 + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 399 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 468 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 200222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12966704097.21916 + --- Energy: 85.45268353263162 + --- Workload: 1108040000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 519 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 200022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14287673738.112658 + --- Energy: 84.52879791585856 + --- Workload: 1207720000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 548 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14753135779.009829 + --- Energy: 97.4477993087831 + --- Workload: 1437660000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 625 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 000222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13901728679.961353 + --- Energy: 85.57933287675009 + --- Workload: 1189700000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 179 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 9 in the X datas point -------------- - --- Configuration: 0300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1047552602.8539523 - --- Energy: 28.209089181571862 - --- Workload: 29550500000.0 + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 13 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 28 in the X datas point -------------- - --- Configuration: 3333-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3300-0000' ---- Neighbour 0 in the list of neghbours, And at position 179 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '200222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 13 in the X datas point -------------- - --- Configuration: 0300-0000 + --- Configuration: 202220-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 1047552602.8539523 - --- Energy: 28.209089181571862 - --- Workload: 29550500000.0 + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 -------------- --- Neighbour 1 in the list of neghbours, And at position 51 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 2075033200.5312083 - --- Energy: 29.0248902377268 - --- Workload: 60227600000.0 + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 9 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 519 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 200022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14287673738.112658 + --- Energy: 84.52879791585856 + --- Workload: 1207720000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 468 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 200222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12966704097.21916 + --- Energy: 85.45268353263162 + --- Workload: 1108040000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 625 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 000222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13901728679.961353 + --- Energy: 85.57933287675009 + --- Workload: 1189700000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 30 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 28 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 548 in the X datas point -------------- - --- Configuration: 3333-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14753135779.009829 + --- Energy: 97.4477993087831 + --- Workload: 1437660000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 399 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 37 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 468 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 200222-1-3 + --- Energy efficiency: 12966704097.21916 + --- Energy: 85.45268353263162 + --- Workload: 1108040000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (30.07061597004587 mAh) it is NOT far from the median. ---- Median :30.07061597004587, the gap is : 10 ---- So No we don't romove this configuration '3300-0000' - --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 1.0, 0, 1, 0, 1] ---- Computing the list of the 10 first neighbours of '1101-0202' +--- The energy of the current configuration (85.45268353263162 mAh) it is NOT far from the median. +--- Median :85.45268353263162, the gap is : 10 +--- So No we don't romove this configuration '200222-2-3' + --- remove_aberrant_points: The value [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '220222-2-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1101-0202' +--- Ordered by distance, Printing the list of the 10 first neighbours of '220222-2-0' --- Neighbour 0 in the list of neghbours, And at position 52 in the X datas point -------------- - --- Configuration: 1101-0202 + --- Configuration: 220222-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 9914340101.522842 - --- Energy: 65.015157087009 - --- Workload: 644582000000.0 + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 54 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 213 in the X datas point -------------- - --- Configuration: 1001-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7043096708.760907 - --- Energy: 47.6050128004243 - --- Workload: 335286000000.0 + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 82 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 217 in the X datas point -------------- - --- Configuration: 0101-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5549420363.04308 - --- Energy: 37.334916995372765 - --- Workload: 207187000000.0 + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 96 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 395 in the X datas point -------------- - --- Configuration: 1111-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9080672696.233337 - --- Energy: 45.44863666563364 - --- Workload: 412706000000.0 + --- Configuration: 222222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 138 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 465 in the X datas point -------------- - --- Configuration: 1111-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8622547962.923044 - --- Energy: 48.5763010995366 - --- Workload: 418853000000.0 + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 184 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 740 in the X datas point -------------- - --- Configuration: 1000-0202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8327920185.212945 - --- Energy: 64.17430044494624 - --- Workload: 534437000000.0 + --- Configuration: 020222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 224 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 81 in the X datas point -------------- - --- Configuration: 1100-0222 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10065860928.052246 - --- Energy: 83.39866371497797 - --- Workload: 839479000000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 244 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 115 in the X datas point -------------- - --- Configuration: 0101-0222 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10233675752.123999 - --- Energy: 84.26690937159533 - --- Workload: 862360000000.0 + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 55 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 134 in the X datas point -------------- - --- Configuration: 2002-0101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8950387999.31977 - --- Energy: 47.4541739001796 - --- Workload: 424732000000.0 + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 85 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 145 in the X datas point -------------- - --- Configuration: 0001-0200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4385426351.149858 - --- Energy: 36.59285860316189 - --- Workload: 160475000000.0 + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1101-0202' ---- Neighbour 0 in the list of neghbours, And at position 85 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '220222-2-0' +--- Neighbour 0 in the list of neghbours, And at position 740 in the X datas point -------------- - --- Configuration: 0001-0200 + --- Configuration: 020222-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 4385426351.149858 - --- Energy: 36.59285860316189 - --- Workload: 160475000000.0 + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 82 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 395 in the X datas point -------------- - --- Configuration: 0101-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5549420363.04308 - --- Energy: 37.334916995372765 - --- Workload: 207187000000.0 + --- Configuration: 222222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 96 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 213 in the X datas point -------------- - --- Configuration: 1111-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9080672696.233337 - --- Energy: 45.44863666563364 - --- Workload: 412706000000.0 + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 55 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 217 in the X datas point -------------- - --- Configuration: 2002-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8950387999.31977 - --- Energy: 47.4541739001796 - --- Workload: 424732000000.0 + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 54 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 145 in the X datas point -------------- - --- Configuration: 1001-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7043096708.760907 - --- Energy: 47.6050128004243 - --- Workload: 335286000000.0 + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 138 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 81 in the X datas point -------------- - --- Configuration: 1111-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8622547962.923044 - --- Energy: 48.5763010995366 - --- Workload: 418853000000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 184 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 115 in the X datas point -------------- - --- Configuration: 1000-0202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8327920185.212945 - --- Energy: 64.17430044494624 - --- Workload: 534437000000.0 + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 -------------- --- Neighbour 7 in the list of neghbours, And at position 52 in the X datas point -------------- - --- Configuration: 1101-0202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9914340101.522842 - --- Energy: 65.015157087009 - --- Workload: 644582000000.0 + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 224 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 134 in the X datas point -------------- - --- Configuration: 1100-0222 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10065860928.052246 - --- Energy: 83.39866371497797 - --- Workload: 839479000000.0 + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 244 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 465 in the X datas point -------------- - --- Configuration: 0101-0222 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10233675752.123999 - --- Energy: 84.26690937159533 - --- Workload: 862360000000.0 + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 54 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 145 in the X datas point -------------- - --- Configuration: 1001-0002 - --- Energy efficiency: 7043096708.760907 - --- Energy: 47.6050128004243 - --- Workload: 335286000000.0 + --- Configuration: 111111-2-0 + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (65.015157087009 mAh) is far from the median. ---- Median :47.6050128004243, the gap is : 10 ---- So yes we remove this configuration '1101-0202' ---- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 1.0, 0, 1, 0, 1] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '0011-0000' +--- The energy of the current configuration (58.67863075260059 mAh) is far from the median. +--- Median :46.3133982052407, the gap is : 10 +--- So yes we remove this configuration '220222-2-0' +--- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '333333-3-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0011-0000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-3-3' --- Neighbour 0 in the list of neghbours, And at position 53 in the X datas point -------------- - --- Configuration: 0011-0000 + --- Configuration: 333333-3-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 2745412415.8531094 - --- Energy: 29.5448803510097 - --- Workload: 81112900000.0 + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 201 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 101 in the X datas point -------------- - --- Configuration: 0011-0000 + --- Configuration: 333333-3-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 2780233650.836016 - --- Energy: 29.193550568943994 - --- Workload: 81165000000.0 + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 191 in the X datas point -------------- - --- Configuration: 0111-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3139835723.7949314 - --- Energy: 40.0701934667281 - --- Workload: 125814000000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 310 in the X datas point -------------- - --- Configuration: 0011-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 17270333243.662476 + --- Energy: 123.82321 + --- Workload: 2138468100000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 214 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 101 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 342 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6807769026.0124855 - --- Energy: 36.74164741869377 - --- Workload: 250128000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 200 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 393 in the X datas point -------------- - --- Configuration: 0111-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6254338947.644929 - --- Energy: 35.98594879953233 - --- Workload: 225068000000.0 + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 205 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 503 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6759862639.591164 - --- Energy: 36.90475887640218 - --- Workload: 249471000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15380805677.362993 + --- Energy: 101.44390963131458 + --- Workload: 1560290000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0011-0000' ---- Neighbour 0 in the list of neghbours, And at position 201 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-3-3' +--- Neighbour 0 in the list of neghbours, And at position 53 in the X datas point -------------- - --- Configuration: 0011-0000 + --- Configuration: 333333-3-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 2780233650.836016 - --- Energy: 29.193550568943994 - --- Workload: 81165000000.0 + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 53 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 0011-0000 + --- Configuration: 333333-3-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 2745412415.8531094 - --- Energy: 29.5448803510097 - --- Workload: 81112900000.0 + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 393 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Configuration: 033333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 342 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 200 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 191 in the X datas point -------------- - --- Configuration: 0111-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6254338947.644929 - --- Energy: 35.98594879953233 - --- Workload: 225068000000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 101 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 503 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6807769026.0124855 - --- Energy: 36.74164741869377 - --- Workload: 250128000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15380805677.362993 + --- Energy: 101.44390963131458 + --- Workload: 1560290000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 205 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 101 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6759862639.591164 - --- Energy: 36.90475887640218 - --- Workload: 249471000000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 214 in the X datas point -------------- - --- Configuration: 0111-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3139835723.7949314 - --- Energy: 40.0701934667281 - --- Workload: 125814000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 310 in the X datas point -------------- - --- Configuration: 0011-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17270333243.662476 + --- Energy: 123.82321 + --- Workload: 2138468100000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 16 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 342 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 222222-3-3 + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (30.299284062105812 mAh) it is NOT far from the median. ---- Median :30.299284062105812, the gap is : 10 ---- So No we don't romove this configuration '0011-0000' - --- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1] ---- Computing the list of the 10 first neighbours of '1001-0002' +--- The energy of the current configuration (77.67467453614748 mAh) is far from the median. +--- Median :98.71806225531626, the gap is : 10 +--- So yes we remove this configuration '333333-3-3' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '110101-1-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1001-0002' +--- Ordered by distance, Printing the list of the 10 first neighbours of '110101-1-0' --- Neighbour 0 in the list of neghbours, And at position 54 in the X datas point -------------- - --- Configuration: 1001-0002 + --- Configuration: 110101-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 7043096708.760907 - --- Energy: 47.6050128004243 - --- Workload: 335286000000.0 --------------- ---- Neighbour 1 in the list of neghbours, And at position 128 in the X datas point --------------- - --- Configuration: 1001-2002 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9165566798.65083 - --- Energy: 65.10994999301121 - --- Workload: 596772000000.0 --------------- ---- Neighbour 2 in the list of neghbours, And at position 245 in the X datas point + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 -------------- - --- Configuration: 1011-0002 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7793442597.398549 - --- Energy: 48.497409609038264 - --- Workload: 377963000000.0 +--- Neighbour 1 in the list of neghbours, And at position 608 in the X datas point -------------- ---- Neighbour 3 in the list of neghbours, And at position 47 in the X datas point --------------- - --- Configuration: 1001-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 --------------- ---- Neighbour 4 in the list of neghbours, And at position 50 in the X datas point --------------- - --- Configuration: 0001-2002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8407741848.694279 - --- Energy: 65.1809584910712 - --- Workload: 548023000000.0 --------------- ---- Neighbour 5 in the list of neghbours, And at position 52 in the X datas point --------------- - --- Configuration: 1101-0202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9914340101.522842 - --- Energy: 65.015157087009 - --- Workload: 644582000000.0 --------------- ---- Neighbour 6 in the list of neghbours, And at position 184 in the X datas point --------------- - --- Configuration: 1000-0202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8327920185.212945 - --- Energy: 64.17430044494624 - --- Workload: 534437000000.0 --------------- ---- Neighbour 7 in the list of neghbours, And at position 33 in the X datas point --------------- - --- Configuration: 1000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 --------------- ---- Neighbour 8 in the list of neghbours, And at position 55 in the X datas point --------------- - --- Configuration: 2002-0101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8950387999.31977 - --- Energy: 47.4541739001796 - --- Workload: 424732000000.0 --------------- ---- Neighbour 9 in the list of neghbours, And at position 58 in the X datas point --------------- - --- Configuration: 0001-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4533975344.242078 - --- Energy: 35.4792605525655 - --- Workload: 160862000000.0 --------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1001-0002' ---- Neighbour 0 in the list of neghbours, And at position 33 in the X datas point --------------- - --- Configuration: 1000-0000 + --- Configuration: 110101-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 --------------- ---- Neighbour 1 in the list of neghbours, And at position 58 in the X datas point --------------- - --- Configuration: 0001-0020 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4533975344.242078 - --- Energy: 35.4792605525655 - --- Workload: 160862000000.0 --------------- ---- Neighbour 2 in the list of neghbours, And at position 47 in the X datas point --------------- - --- Configuration: 1001-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 --------------- ---- Neighbour 3 in the list of neghbours, And at position 55 in the X datas point + --- Energy efficiency: 10844152182.494068 + --- Energy: 31.249086970467445 + --- Workload: 338870000000.0 -------------- - --- Configuration: 2002-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8950387999.31977 - --- Energy: 47.4541739001796 - --- Workload: 424732000000.0 +--- Neighbour 2 in the list of neghbours, And at position 60 in the X datas point -------------- ---- Neighbour 4 in the list of neghbours, And at position 54 in the X datas point + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 -------------- - --- Configuration: 1001-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7043096708.760907 - --- Energy: 47.6050128004243 - --- Workload: 335286000000.0 +--- Neighbour 3 in the list of neghbours, And at position 595 in the X datas point -------------- ---- Neighbour 5 in the list of neghbours, And at position 245 in the X datas point + --- Configuration: 110101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 -------------- - --- Configuration: 1011-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7793442597.398549 - --- Energy: 48.497409609038264 - --- Workload: 377963000000.0 +--- Neighbour 4 in the list of neghbours, And at position 702 in the X datas point -------------- ---- Neighbour 6 in the list of neghbours, And at position 184 in the X datas point + --- Configuration: 100101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 -------------- - --- Configuration: 1000-0202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8327920185.212945 - --- Energy: 64.17430044494624 - --- Workload: 534437000000.0 +--- Neighbour 5 in the list of neghbours, And at position 4 in the X datas point -------------- ---- Neighbour 7 in the list of neghbours, And at position 52 in the X datas point + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 -------------- - --- Configuration: 1101-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9914340101.522842 - --- Energy: 65.015157087009 - --- Workload: 644582000000.0 +--- Neighbour 6 in the list of neghbours, And at position 38 in the X datas point -------------- ---- Neighbour 8 in the list of neghbours, And at position 128 in the X datas point + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 -------------- - --- Configuration: 1001-2002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9165566798.65083 - --- Energy: 65.10994999301121 - --- Workload: 596772000000.0 +--- Neighbour 7 in the list of neghbours, And at position 90 in the X datas point -------------- ---- Neighbour 9 in the list of neghbours, And at position 50 in the X datas point + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 -------------- - --- Configuration: 0001-2002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8407741848.694279 - --- Energy: 65.1809584910712 - --- Workload: 548023000000.0 +--- Neighbour 8 in the list of neghbours, And at position 146 in the X datas point -------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 -------------- ---- Median at position 4 in the list of neghbours, And at position 54 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 150 in the X datas point -------------- - --- Configuration: 1001-0002 - --- Energy efficiency: 7043096708.760907 - --- Energy: 47.6050128004243 - --- Workload: 335286000000.0 + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 -------------- ---- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (47.6050128004243 mAh) it is NOT far from the median. ---- Median :47.6050128004243, the gap is : 10 ---- So No we don't romove this configuration '1001-0002' - --- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1] ---- Computing the list of the 10 first neighbours of '2002-0101' -*** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] - ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] -*** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] - ... - [0.63473642] - [0.48322508] - [0.76130039]] - - [[0.52921334] - [1. ] - [0.48322508] - ... - [0.48322508] - [0.52921334] - [0.48322508]] - - [[0.76130039] - [0.48322508] - [1. ] - ... - [0.57957828] - [0.44123317] - [0.69514393]] - - ... - - [[0.63473642] - [0.48322508] - [0.57957828] - ... - [1. ] - [0.44123317] - [0.57957828]] - - [[0.48322508] - [0.52921334] - [0.44123317] - ... - [0.44123317] - [1. ] - [0.52921334]] - - [[0.76130039] - [0.48322508] - [0.69514393] - ... - [0.57957828] - [0.52921334] - [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2002-0101' ---- Neighbour 0 in the list of neghbours, And at position 55 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '110101-1-0' +--- Neighbour 0 in the list of neghbours, And at position 60 in the X datas point -------------- - --- Configuration: 2002-0101 + --- Configuration: 110101-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 8950387999.31977 - --- Energy: 47.4541739001796 - --- Workload: 424732000000.0 --------------- ---- Neighbour 1 in the list of neghbours, And at position 80 in the X datas point --------------- - --- Configuration: 2002-0100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7245431755.278297 - --- Energy: 42.016301664202444 - --- Workload: 304426000000.0 --------------- ---- Neighbour 2 in the list of neghbours, And at position 90 in the X datas point --------------- - --- Configuration: 2002-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8795770993.306417 - --- Energy: 48.71596839606954 - --- Workload: 428493000000.0 --------------- ---- Neighbour 3 in the list of neghbours, And at position 93 in the X datas point + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 -------------- - --- Configuration: 3003-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9428892010.8998 - --- Energy: 67.46193459835338 - --- Workload: 636090000000.0 --------------- ---- Neighbour 4 in the list of neghbours, And at position 194 in the X datas point --------------- - --- Configuration: 0002-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9116518219.361662 - --- Energy: 51.19519895467268 - --- Workload: 466724000000.0 --------------- ---- Neighbour 5 in the list of neghbours, And at position 241 in the X datas point --------------- - --- Configuration: 2002-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11245140693.577787 - --- Energy: 59.880442963642075 - --- Workload: 673364000000.0 --------------- ---- Neighbour 6 in the list of neghbours, And at position 11 in the X datas point --------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 --------------- ---- Neighbour 7 in the list of neghbours, And at position 34 in the X datas point --------------- - --- Configuration: 2000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 --------------- ---- Neighbour 8 in the list of neghbours, And at position 49 in the X datas point --------------- - --- Configuration: 3000-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8354358468.81318 - --- Energy: 64.35822134376 - --- Workload: 537670000000.0 --------------- ---- Neighbour 9 in the list of neghbours, And at position 52 in the X datas point --------------- - --- Configuration: 1101-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9914340101.522842 - --- Energy: 65.015157087009 - --- Workload: 644582000000.0 --------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2002-0101' ---- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 90 in the X datas point -------------- - --- Configuration: 2000-0000 + --- Configuration: 110111-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 --------------- ---- Neighbour 1 in the list of neghbours, And at position 80 in the X datas point + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 -------------- - --- Configuration: 2002-0100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7245431755.278297 - --- Energy: 42.016301664202444 - --- Workload: 304426000000.0 --------------- ---- Neighbour 2 in the list of neghbours, And at position 55 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 4 in the X datas point -------------- - --- Configuration: 2002-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8950387999.31977 - --- Energy: 47.4541739001796 - --- Workload: 424732000000.0 + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 90 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 702 in the X datas point -------------- - --- Configuration: 2002-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8795770993.306417 - --- Energy: 48.71596839606954 - --- Workload: 428493000000.0 + --- Configuration: 100101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 194 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 608 in the X datas point -------------- - --- Configuration: 0002-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9116518219.361662 - --- Energy: 51.19519895467268 - --- Workload: 466724000000.0 + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10844152182.494068 + --- Energy: 31.249086970467445 + --- Workload: 338870000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 241 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 54 in the X datas point -------------- - --- Configuration: 2002-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11245140693.577787 - --- Energy: 59.880442963642075 - --- Workload: 673364000000.0 + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 146 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 49 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 38 in the X datas point -------------- - --- Configuration: 3000-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8354358468.81318 - --- Energy: 64.35822134376 - --- Workload: 537670000000.0 + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 52 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 595 in the X datas point -------------- - --- Configuration: 1101-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9914340101.522842 - --- Energy: 65.015157087009 - --- Workload: 644582000000.0 + --- Configuration: 110101-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 93 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 150 in the X datas point -------------- - --- Configuration: 3003-1101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9428892010.8998 - --- Energy: 67.46193459835338 - --- Workload: 636090000000.0 + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 194 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 608 in the X datas point -------------- - --- Configuration: 0002-0111 - --- Energy efficiency: 9116518219.361662 - --- Energy: 51.19519895467268 - --- Workload: 466724000000.0 + --- Configuration: 110101-1-0 + --- Energy efficiency: 10844152182.494068 + --- Energy: 31.249086970467445 + --- Workload: 338870000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (51.19519895467268 mAh) it is NOT far from the median. ---- Median :51.19519895467268, the gap is : 10 ---- So No we don't romove this configuration '2002-0101' - --- remove_aberrant_points: The value [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '0303-0000' +--- The energy of the current configuration (31.249086970467445 mAh) it is NOT far from the median. +--- Median :31.249086970467445, the gap is : 10 +--- So No we don't romove this configuration '110101-1-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '011010-1-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0303-0000' ---- Neighbour 0 in the list of neghbours, And at position 56 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '011010-1-3' +--- Neighbour 0 in the list of neghbours, And at position 55 in the X datas point -------------- - --- Configuration: 0303-0000 + --- Configuration: 011010-1-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 540 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 011010-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12504532893.173775 + --- Energy: 85.2562842548241 + --- Workload: 1066090000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 87 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 39 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6928278461.367919 - --- Energy: 53.6166443408558 - --- Workload: 371471000000.0 + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 171 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 94 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7192278369.94203 - --- Energy: 51.67993691242756 - --- Workload: 371696000000.0 + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 179 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 535 in the X datas point -------------- - --- Configuration: 0300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1047552602.8539523 - --- Energy: 28.209089181571862 - --- Workload: 29550500000.0 + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13609237950.72095 + --- Energy: 81.63493485553877 + --- Workload: 1110990000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 231 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 1 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7144898542.440698 - --- Energy: 51.89988274563883 - --- Workload: 370819000000.0 + --- Configuration: 011001-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11271402985.343796 + --- Energy: 64.71129799002061 + --- Workload: 729387000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 5 in the X datas point -------------- - --- Configuration: 0303-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8236960890.90969 - --- Energy: 61.00540758755291 - --- Workload: 502499000000.0 + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 48 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 85 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 140 in the X datas point -------------- - --- Configuration: 3333-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0303-0000' ---- Neighbour 0 in the list of neghbours, And at position 179 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '011010-1-3' +--- Neighbour 0 in the list of neghbours, And at position 5 in the X datas point -------------- - --- Configuration: 0300-0000 + --- Configuration: 111110-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 1047552602.8539523 - --- Energy: 28.209089181571862 - --- Workload: 29550500000.0 + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 85 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 1 in the X datas point -------------- - --- Configuration: 0303-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 + --- Configuration: 011001-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11271402985.343796 + --- Energy: 64.71129799002061 + --- Workload: 729387000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 171 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 55 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7192278369.94203 - --- Energy: 51.67993691242756 - --- Workload: 371696000000.0 + --- Configuration: 011010-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 231 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 48 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7144898542.440698 - --- Energy: 51.89988274563883 - --- Workload: 370819000000.0 + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 140 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 87 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 94 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6928278461.367919 - --- Energy: 53.6166443408558 - --- Workload: 371471000000.0 + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 535 in the X datas point -------------- - --- Configuration: 3333-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13609237950.72095 + --- Energy: 81.63493485553877 + --- Workload: 1110990000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 540 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 011010-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12504532893.173775 + --- Energy: 85.2562842548241 + --- Workload: 1066090000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 39 in the X datas point -------------- - --- Configuration: 0303-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8236960890.90969 - --- Energy: 61.00540758755291 - --- Workload: 502499000000.0 + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 231 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 48 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Energy efficiency: 7144898542.440698 - --- Energy: 51.89988274563883 - --- Workload: 370819000000.0 + --- Configuration: 111011-2-3 + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (51.89988274563883 mAh) it is NOT far from the median. ---- Median :51.89988274563883, the gap is : 10 ---- So No we don't romove this configuration '0303-0000' - --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '0101-2220' +--- The energy of the current configuration (71.21791539618593 mAh) it is NOT far from the median. +--- Median :71.21791539618593, the gap is : 10 +--- So No we don't romove this configuration '011010-1-3' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '303330-1-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0101-2220' ---- Neighbour 0 in the list of neghbours, And at position 57 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '303330-1-2' +--- Neighbour 0 in the list of neghbours, And at position 56 in the X datas point -------------- - --- Configuration: 0101-2220 + --- Configuration: 303330-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 9185604320.908272 - --- Energy: 48.9191931692468 - --- Workload: 449351000000.0 + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 91 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 454 in the X datas point -------------- - --- Configuration: 0101-2020 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8367150566.874451 - --- Energy: 43.37670883350873 - --- Workload: 362938000000.0 + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13293134893.415646 + --- Energy: 66.54311678610547 + --- Workload: 884567000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 78 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 457 in the X datas point -------------- - --- Configuration: 1001-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9166575000.916658 - --- Energy: 50.735447078258076 - --- Workload: 465069000000.0 + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 82 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 663 in the X datas point -------------- - --- Configuration: 0101-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5549420363.04308 - --- Energy: 37.334916995372765 - --- Workload: 207187000000.0 + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13587842685.392525 + --- Energy: 64.90106538269521 + --- Workload: 881865000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 103 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 674 in the X datas point -------------- - --- Configuration: 0101-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7878296082.123358 - --- Energy: 42.51302006574951 - --- Workload: 334929000000.0 + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13890586627.254442 + --- Energy: 40.077884631026805 + --- Workload: 556705000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 160 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 0001-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9243340173.405062 - --- Energy: 40.84258552984255 - --- Workload: 377523000000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 170 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 61 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11414873580.275099 - --- Energy: 57.359112207692405 - --- Workload: 654747000000.0 + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 236 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 121 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11529065350.201126 - --- Energy: 56.827789322012976 - --- Workload: 655171000000.0 + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 240 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 124 in the X datas point -------------- - --- Configuration: 1101-1110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9910704551.9866 - --- Energy: 49.880002810073556 - --- Workload: 494348000000.0 + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 244 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 175 in the X datas point -------------- - --- Configuration: 0101-0222 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10233675752.123999 - --- Energy: 84.26690937159533 - --- Workload: 862360000000.0 + --- Configuration: 202220-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12108149995.762148 + --- Energy: 54.4639625494408 + --- Workload: 659458000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0101-2220' ---- Neighbour 0 in the list of neghbours, And at position 82 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '303330-1-2' +--- Neighbour 0 in the list of neghbours, And at position 674 in the X datas point -------------- - --- Configuration: 0101-0200 + --- Configuration: 303330-1-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 5549420363.04308 - --- Energy: 37.334916995372765 - --- Workload: 207187000000.0 + --- Energy efficiency: 13890586627.254442 + --- Energy: 40.077884631026805 + --- Workload: 556705000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 160 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 457 in the X datas point -------------- - --- Configuration: 0001-0220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9243340173.405062 - --- Energy: 40.84258552984255 - --- Workload: 377523000000.0 + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 103 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 175 in the X datas point -------------- - --- Configuration: 0101-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7878296082.123358 - --- Energy: 42.51302006574951 - --- Workload: 334929000000.0 + --- Configuration: 202220-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12108149995.762148 + --- Energy: 54.4639625494408 + --- Workload: 659458000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 91 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 121 in the X datas point -------------- - --- Configuration: 0101-2020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8367150566.874451 - --- Energy: 43.37670883350873 - --- Workload: 362938000000.0 + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 57 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 56 in the X datas point -------------- - --- Configuration: 0101-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9185604320.908272 - --- Energy: 48.9191931692468 - --- Workload: 449351000000.0 + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 240 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 124 in the X datas point -------------- - --- Configuration: 1101-1110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9910704551.9866 - --- Energy: 49.880002810073556 - --- Workload: 494348000000.0 + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 78 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 663 in the X datas point -------------- - --- Configuration: 1001-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9166575000.916658 - --- Energy: 50.735447078258076 - --- Workload: 465069000000.0 + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13587842685.392525 + --- Energy: 64.90106538269521 + --- Workload: 881865000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 236 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 454 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11529065350.201126 - --- Energy: 56.827789322012976 - --- Workload: 655171000000.0 + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13293134893.415646 + --- Energy: 66.54311678610547 + --- Workload: 884567000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 170 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 61 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11414873580.275099 - --- Energy: 57.359112207692405 - --- Workload: 654747000000.0 + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 244 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 0101-0222 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10233675752.123999 - --- Energy: 84.26690937159533 - --- Workload: 862360000000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 57 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 56 in the X datas point -------------- - --- Configuration: 0101-2220 - --- Energy efficiency: 9185604320.908272 - --- Energy: 48.9191931692468 - --- Workload: 449351000000.0 + --- Configuration: 303330-1-2 + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (48.9191931692468 mAh) it is NOT far from the median. ---- Median :48.9191931692468, the gap is : 10 ---- So No we don't romove this configuration '0101-2220' - --- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0] ---- Computing the list of the 10 first neighbours of '0001-0020' +--- The energy of the current configuration (64.30775539783755 mAh) it is NOT far from the median. +--- Median :64.30775539783755, the gap is : 10 +--- So No we don't romove this configuration '303330-1-2' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '033033-2-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0001-0020' ---- Neighbour 0 in the list of neghbours, And at position 58 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '033033-2-0' +--- Neighbour 0 in the list of neghbours, And at position 57 in the X datas point -------------- - --- Configuration: 0001-0020 + --- Configuration: 033033-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 4533975344.242078 - --- Energy: 35.4792605525655 - --- Workload: 160862000000.0 + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 63 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 153 in the X datas point -------------- - --- Configuration: 0002-0020 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4969363871.73078 - --- Energy: 42.2836539731841 - --- Workload: 210123000000.0 + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 160 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 432 in the X datas point -------------- - --- Configuration: 0001-0220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9243340173.405062 - --- Energy: 40.84258552984255 - --- Workload: 377523000000.0 + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12711988294.801178 + --- Energy: 62.72069654525214 + --- Workload: 797305000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 85 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 547 in the X datas point -------------- - --- Configuration: 0001-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4385426351.149858 - --- Energy: 36.59285860316189 - --- Workload: 160475000000.0 + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 91 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 574 in the X datas point -------------- - --- Configuration: 0101-2020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8367150566.874451 - --- Energy: 43.37670883350873 - --- Workload: 362938000000.0 + --- Configuration: 333033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14444312840.70523 + --- Energy: 70.98779227993477 + --- Workload: 1025370000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 684 in the X datas point -------------- - --- Configuration: 0022-0030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7249844128.351241 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12932729116.229023 + --- Energy: 61.75656078333707 + --- Workload: 798681000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 96 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 115 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 135 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 47 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 210 in the X datas point -------------- - --- Configuration: 1001-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0001-0020' ---- Neighbour 0 in the list of neghbours, And at position 32 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '033033-2-0' +--- Neighbour 0 in the list of neghbours, And at position 547 in the X datas point -------------- - --- Configuration: 0000-0000 + --- Configuration: 033030-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 115 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 57 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 58 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 153 in the X datas point -------------- - --- Configuration: 0001-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4533975344.242078 - --- Energy: 35.4792605525655 - --- Workload: 160862000000.0 + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 85 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 684 in the X datas point -------------- - --- Configuration: 0001-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4385426351.149858 - --- Energy: 36.59285860316189 - --- Workload: 160475000000.0 + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12932729116.229023 + --- Energy: 61.75656078333707 + --- Workload: 798681000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 47 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 210 in the X datas point -------------- - --- Configuration: 1001-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 160 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 432 in the X datas point -------------- - --- Configuration: 0001-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9243340173.405062 - --- Energy: 40.84258552984255 - --- Workload: 377523000000.0 + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12711988294.801178 + --- Energy: 62.72069654525214 + --- Workload: 797305000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 96 in the X datas point -------------- - --- Configuration: 0022-0030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7249844128.351241 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 63 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 574 in the X datas point -------------- - --- Configuration: 0002-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4969363871.73078 - --- Energy: 42.2836539731841 - --- Workload: 210123000000.0 + --- Configuration: 333033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14444312840.70523 + --- Energy: 70.98779227993477 + --- Workload: 1025370000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 91 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 135 in the X datas point -------------- - --- Configuration: 0101-2020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8367150566.874451 - --- Energy: 43.37670883350873 - --- Workload: 362938000000.0 + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 85 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 684 in the X datas point -------------- - --- Configuration: 0001-0200 - --- Energy efficiency: 4385426351.149858 - --- Energy: 36.59285860316189 - --- Workload: 160475000000.0 + --- Configuration: 033003-2-0 + --- Energy efficiency: 12932729116.229023 + --- Energy: 61.75656078333707 + --- Workload: 798681000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (36.59285860316189 mAh) it is NOT far from the median. ---- Median :36.59285860316189, the gap is : 10 ---- So No we don't romove this configuration '0001-0020' - --- remove_aberrant_points: The value [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1] ---- Computing the list of the 10 first neighbours of '3330-1111' +--- The energy of the current configuration (61.75656078333707 mAh) it is NOT far from the median. +--- Median :61.75656078333707, the gap is : 10 +--- So No we don't romove this configuration '033033-2-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '333300-0-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3330-1111' ---- Neighbour 0 in the list of neghbours, And at position 59 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '333300-0-1' +--- Neighbour 0 in the list of neghbours, And at position 58 in the X datas point -------------- - --- Configuration: 3330-1111 + --- Configuration: 333300-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 9820095844.135439 - --- Energy: 58.230522602615636 - --- Workload: 571832000000.0 + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 175 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 49 in the X datas point -------------- - --- Configuration: 3333-1111 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 11523551835.240866 - --- Energy: 83.54140347554512 - --- Workload: 962694000000.0 + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 60 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 234 in the X datas point -------------- - --- Configuration: 0330-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7854719115.244439 - --- Energy: 56.794731664850964 - --- Workload: 446108000000.0 + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 83 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 306 in the X datas point -------------- - --- Configuration: 3330-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9229945635.620207 - --- Energy: 51.28077619994492 - --- Workload: 473319000000.0 + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 116 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 6 in the X datas point -------------- - --- Configuration: 3330-2202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10286076355.602003 - --- Energy: 84.88778487940925 - --- Workload: 873162000000.0 + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 144 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 63 in the X datas point -------------- - --- Configuration: 3333-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10947566629.6274 - --- Energy: 79.26313007840331 - --- Workload: 867738000000.0 + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 159 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 121 in the X datas point -------------- - --- Configuration: 3330-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8262619084.997563 - --- Energy: 42.07329975259821 - --- Workload: 347637000000.0 + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 193 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 148 in the X datas point -------------- - --- Configuration: 3030-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9152396555.037937 - --- Energy: 48.568093302538465 - --- Workload: 444514000000.0 + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 246 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 166 in the X datas point -------------- - --- Configuration: 0330-1011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9121757215.309958 - --- Energy: 48.6433554663716 - --- Workload: 443713000000.0 + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 180 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3330-1111' ---- Neighbour 0 in the list of neghbours, And at position 159 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333300-0-1' +--- Neighbour 0 in the list of neghbours, And at position 148 in the X datas point -------------- - --- Configuration: 3330-0101 + --- Configuration: 333300-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 8262619084.997563 - --- Energy: 42.07329975259821 - --- Workload: 347637000000.0 + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 193 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 63 in the X datas point -------------- - --- Configuration: 3030-1101 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9152396555.037937 - --- Energy: 48.568093302538465 - --- Workload: 444514000000.0 + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 246 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 49 in the X datas point -------------- - --- Configuration: 0330-1011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9121757215.309958 - --- Energy: 48.6433554663716 - --- Workload: 443713000000.0 + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 58 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 83 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 166 in the X datas point -------------- - --- Configuration: 3330-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9229945635.620207 - --- Energy: 51.28077619994492 - --- Workload: 473319000000.0 + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 60 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 234 in the X datas point -------------- - --- Configuration: 0330-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7854719115.244439 - --- Energy: 56.794731664850964 - --- Workload: 446108000000.0 + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 59 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 306 in the X datas point -------------- - --- Configuration: 3330-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9820095844.135439 - --- Energy: 58.230522602615636 - --- Workload: 571832000000.0 + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 144 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 6 in the X datas point -------------- - --- Configuration: 3333-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10947566629.6274 - --- Energy: 79.26313007840331 - --- Workload: 867738000000.0 + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 175 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 180 in the X datas point -------------- - --- Configuration: 3333-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11523551835.240866 - --- Energy: 83.54140347554512 - --- Workload: 962694000000.0 + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 116 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 121 in the X datas point -------------- - --- Configuration: 3330-2202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10286076355.602003 - --- Energy: 84.88778487940925 - --- Workload: 873162000000.0 + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 83 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 166 in the X datas point -------------- - --- Configuration: 3330-2220 - --- Energy efficiency: 9229945635.620207 - --- Energy: 51.28077619994492 - --- Workload: 473319000000.0 + --- Configuration: 222220-0-1 + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (51.28077619994492 mAh) it is NOT far from the median. ---- Median :51.28077619994492, the gap is : 10 ---- So No we don't romove this configuration '3330-1111' - --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1] ---- Computing the list of the 10 first neighbours of '0330-0111' +--- The energy of the current configuration (36.9581904467489 mAh) it is NOT far from the median. +--- Median :36.9581904467489, the gap is : 10 +--- So No we don't romove this configuration '333300-0-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '111111-3-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0330-0111' ---- Neighbour 0 in the list of neghbours, And at position 60 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-3-1' +--- Neighbour 0 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 0330-0111 + --- Configuration: 111111-3-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 7854719115.244439 - --- Energy: 56.794731664850964 - --- Workload: 446108000000.0 + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 59 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 97 in the X datas point -------------- - --- Configuration: 3330-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9820095844.135439 - --- Energy: 58.230522602615636 - --- Workload: 571832000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 106 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 0333-0011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9607255399.277534 - --- Energy: 65.95120166169613 - --- Workload: 633609000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 159 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 3330-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8262619084.997563 - --- Energy: 42.07329975259821 - --- Workload: 347637000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 246 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 198 in the X datas point -------------- - --- Configuration: 0330-1011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9121757215.309958 - --- Energy: 48.6433554663716 - --- Workload: 443713000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 142 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 251 in the X datas point -------------- - --- Configuration: 0300-0010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3550266447.4968843 - --- Energy: 34.61491775303547 - --- Workload: 122892000000.0 + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 149 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 333 in the X datas point -------------- - --- Configuration: 0033-0011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8411277841.329655 - --- Energy: 59.541753106093076 - --- Workload: 500822000000.0 + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 175 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 366 in the X datas point -------------- - --- Configuration: 3333-1111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11523551835.240866 - --- Energy: 83.54140347554512 - --- Workload: 962694000000.0 + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 180 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 383 in the X datas point -------------- - --- Configuration: 3030-0110 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7504014647.836593 - --- Energy: 41.82593528076137 - --- Workload: 313863000000.0 + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 182 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 3303-0111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10225586667.47108 - --- Energy: 73.36262541667716 - --- Workload: 750176000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0330-0111' ---- Neighbour 0 in the list of neghbours, And at position 142 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-3-1' +--- Neighbour 0 in the list of neghbours, And at position 366 in the X datas point -------------- - --- Configuration: 0300-0010 + --- Configuration: 111111-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 3550266447.4968843 - --- Energy: 34.61491775303547 - --- Workload: 122892000000.0 + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 180 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 3030-0110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7504014647.836593 - --- Energy: 41.82593528076137 - --- Workload: 313863000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 159 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 3330-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8262619084.997563 - --- Energy: 42.07329975259821 - --- Workload: 347637000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 246 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 198 in the X datas point -------------- - --- Configuration: 0330-1011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9121757215.309958 - --- Energy: 48.6433554663716 - --- Workload: 443713000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 60 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 0330-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7854719115.244439 - --- Energy: 56.794731664850964 - --- Workload: 446108000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 59 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 333 in the X datas point -------------- - --- Configuration: 3330-1111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9820095844.135439 - --- Energy: 58.230522602615636 - --- Workload: 571832000000.0 + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 149 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 97 in the X datas point -------------- - --- Configuration: 0033-0011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8411277841.329655 - --- Energy: 59.541753106093076 - --- Workload: 500822000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 106 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 383 in the X datas point -------------- - --- Configuration: 0333-0011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9607255399.277534 - --- Energy: 65.95120166169613 - --- Workload: 633609000000.0 + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 182 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 251 in the X datas point -------------- - --- Configuration: 3303-0111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10225586667.47108 - --- Energy: 73.36262541667716 - --- Workload: 750176000000.0 + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 175 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 3333-1111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11523551835.240866 - --- Energy: 83.54140347554512 - --- Workload: 962694000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 60 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 0330-0111 - --- Energy efficiency: 7854719115.244439 - --- Energy: 56.794731664850964 - --- Workload: 446108000000.0 + --- Configuration: 111111-3-1 + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (56.794731664850964 mAh) it is NOT far from the median. ---- Median :56.794731664850964, the gap is : 10 ---- So No we don't romove this configuration '0330-0111' - --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0.0, 1, 0, 1, 0] ---- Computing the list of the 10 first neighbours of '0000-1010' +--- The energy of the current configuration (67.49357382359369 mAh) it is NOT far from the median. +--- Median :67.49357382359369, the gap is : 10 +--- So No we don't romove this configuration '111111-3-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '110101-0-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0000-1010' ---- Neighbour 0 in the list of neghbours, And at position 61 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '110101-0-0' +--- Neighbour 0 in the list of neghbours, And at position 60 in the X datas point -------------- - --- Configuration: 0000-1010 + --- Configuration: 110101-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 5325891287.907031 - --- Energy: 45.45847467114993 - --- Workload: 242107000000.0 + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 7 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 4 in the X datas point -------------- - --- Configuration: 1000-1010 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6501654671.113798 - --- Energy: 42.85376093977719 - --- Workload: 278621000000.0 + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 75 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 54 in the X datas point -------------- - --- Configuration: 0000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 90 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 608 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10844152182.494068 + --- Energy: 31.249086970467445 + --- Workload: 338870000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 675 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7533921481.470321 + --- Energy: 27.536240775049926 + --- Workload: 207456000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 2 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 76 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 70 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3331046015.069652 - --- Energy: 35.40657570372512 - --- Workload: 117941000000.0 + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 196 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 220 in the X datas point -------------- - --- Configuration: 0000-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9945201937.325336 - --- Energy: 53.14600789669191 - --- Workload: 528549000000.0 + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 219 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 241 in the X datas point -------------- - --- Configuration: 0100-1011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8993129249.25357 - --- Energy: 47.97458475843469 - --- Workload: 431441000000.0 + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0000-1010' ---- Neighbour 0 in the list of neghbours, And at position 32 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '110101-0-0' +--- Neighbour 0 in the list of neghbours, And at position 220 in the X datas point -------------- - --- Configuration: 0000-0000 + --- Configuration: 010100-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 60 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 90 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 76 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 4 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3331046015.069652 - --- Energy: 35.40657570372512 - --- Workload: 117941000000.0 + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 75 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 70 in the X datas point -------------- - --- Configuration: 0000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 675 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7533921481.470321 + --- Energy: 27.536240775049926 + --- Workload: 207456000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 7 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 608 in the X datas point -------------- - --- Configuration: 1000-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6501654671.113798 - --- Energy: 42.85376093977719 - --- Workload: 278621000000.0 + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10844152182.494068 + --- Energy: 31.249086970467445 + --- Workload: 338870000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 61 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 54 in the X datas point -------------- - --- Configuration: 0000-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5325891287.907031 - --- Energy: 45.45847467114993 - --- Workload: 242107000000.0 + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 219 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 2 in the X datas point -------------- - --- Configuration: 0100-1011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8993129249.25357 - --- Energy: 47.97458475843469 - --- Workload: 431441000000.0 + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 196 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 241 in the X datas point -------------- - --- Configuration: 0000-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9945201937.325336 - --- Energy: 53.14600789669191 - --- Workload: 528549000000.0 + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 75 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 70 in the X datas point -------------- - --- Configuration: 0000-1000 - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Configuration: 110011-0-0 + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (45.45847467114993 mAh) is far from the median. ---- Median :35.44774676664167, the gap is : 10 ---- So yes we remove this configuration '0000-1010' ---- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0.0, 1, 0, 1, 0] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '0001-1100' +--- The energy of the current configuration (27.241716653761866 mAh) it is NOT far from the median. +--- Median :27.241716653761866, the gap is : 10 +--- So No we don't romove this configuration '110101-0-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '003333-1-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0001-1100' ---- Neighbour 0 in the list of neghbours, And at position 62 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '003333-1-2' +--- Neighbour 0 in the list of neghbours, And at position 61 in the X datas point -------------- - --- Configuration: 0001-1100 + --- Configuration: 003333-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 6336774201.724871 - --- Energy: 45.652440385434886 - --- Workload: 289290000000.0 + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 156 in the X datas point -------------- - --- Configuration: 0011-1100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 72 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 598 in the X datas point -------------- - --- Configuration: 1000-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6448575832.027497 - --- Energy: 42.80059101405426 - --- Workload: 276003000000.0 + --- Configuration: 003303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12920497594.203348 + --- Energy: 80.94736701096696 + --- Workload: 1045880000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 75 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 0000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 56 in the X datas point -------------- - --- Configuration: 0000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 85 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 105 in the X datas point -------------- - --- Configuration: 0001-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4385426351.149858 - --- Energy: 36.59285860316189 - --- Workload: 160475000000.0 + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 99 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 154 in the X datas point -------------- - --- Configuration: 0011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7849108733.703288 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 213 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 270 in the X datas point -------------- - --- Configuration: 0002-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4730794158.415373 - --- Energy: 37.456019446944595 - --- Workload: 177197000000.0 + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 338 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12910472329.630178 + --- Energy: 89.67295919976871 + --- Workload: 1157720000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 351 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0001-1100' ---- Neighbour 0 in the list of neghbours, And at position 17 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '003333-1-2' +--- Neighbour 0 in the list of neghbours, And at position 270 in the X datas point -------------- - --- Configuration: 0000-0000 + --- Configuration: 033033-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 56 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 75 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 598 in the X datas point -------------- - --- Configuration: 0000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Configuration: 003303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12920497594.203348 + --- Energy: 80.94736701096696 + --- Workload: 1045880000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 85 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 61 in the X datas point -------------- - --- Configuration: 0001-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4385426351.149858 - --- Energy: 36.59285860316189 - --- Workload: 160475000000.0 + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 213 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 156 in the X datas point -------------- - --- Configuration: 0002-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4730794158.415373 - --- Energy: 37.456019446944595 - --- Workload: 177197000000.0 + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 99 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 351 in the X datas point -------------- - --- Configuration: 0011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7849108733.703288 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 154 in the X datas point -------------- - --- Configuration: 0000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 72 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 105 in the X datas point -------------- - --- Configuration: 1000-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6448575832.027497 - --- Energy: 42.80059101405426 - --- Workload: 276003000000.0 + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 338 in the X datas point -------------- - --- Configuration: 0011-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12910472329.630178 + --- Energy: 89.67295919976871 + --- Workload: 1157720000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 62 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 0001-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6336774201.724871 - --- Energy: 45.652440385434886 - --- Workload: 289290000000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 213 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 156 in the X datas point -------------- - --- Configuration: 0002-1000 - --- Energy efficiency: 4730794158.415373 - --- Energy: 37.456019446944595 - --- Workload: 177197000000.0 + --- Configuration: 033333-1-2 + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (37.456019446944595 mAh) it is NOT far from the median. ---- Median :37.456019446944595, the gap is : 10 ---- So No we don't romove this configuration '0001-1100' - --- remove_aberrant_points: The value [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0] ---- Computing the list of the 10 first neighbours of '0002-0020' +--- The energy of the current configuration (82.6335756822963 mAh) it is NOT far from the median. +--- Median :82.6335756822963, the gap is : 10 +--- So No we don't romove this configuration '003333-1-2' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '333333-2-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0002-0020' ---- Neighbour 0 in the list of neghbours, And at position 63 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-2-1' +--- Neighbour 0 in the list of neghbours, And at position 62 in the X datas point -------------- - --- Configuration: 0002-0020 + --- Configuration: 333333-2-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 4969363871.73078 - --- Energy: 42.2836539731841 - --- Workload: 210123000000.0 + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 58 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 68 in the X datas point -------------- - --- Configuration: 0001-0020 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4533975344.242078 - --- Energy: 35.4792605525655 - --- Workload: 160862000000.0 + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 92 in the X datas point -------------- - --- Configuration: 0022-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7249844128.351241 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 153 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 117 in the X datas point -------------- - --- Configuration: 2002-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7393168712.11001 - --- Energy: 41.1753628489377 - --- Workload: 304417000000.0 + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 160 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 135 in the X datas point -------------- - --- Configuration: 0001-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9243340173.405062 - --- Energy: 40.84258552984255 - --- Workload: 377523000000.0 + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 232 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 160 in the X datas point -------------- - --- Configuration: 2002-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9205560158.335634 - --- Energy: 47.19609116514537 - --- Workload: 434467000000.0 + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 235 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 236 in the X datas point -------------- - --- Configuration: 0003-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5328502158.043374 - --- Energy: 45.14679945279237 - --- Workload: 240565000000.0 + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 267 in the X datas point -------------- - --- Configuration: 0020-0010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 84 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 349 in the X datas point -------------- - --- Configuration: 2002-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7263008047.412917 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 85 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 360 in the X datas point -------------- - --- Configuration: 0001-0200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4385426351.149858 - --- Energy: 36.59285860316189 - --- Workload: 160475000000.0 + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0002-0020' ---- Neighbour 0 in the list of neghbours, And at position 58 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-2-1' +--- Neighbour 0 in the list of neghbours, And at position 267 in the X datas point -------------- - --- Configuration: 0001-0020 + --- Configuration: 333333-2-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 4533975344.242078 - --- Energy: 35.4792605525655 - --- Workload: 160862000000.0 + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 85 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 160 in the X datas point -------------- - --- Configuration: 0001-0200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4385426351.149858 - --- Energy: 36.59285860316189 - --- Workload: 160475000000.0 + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 360 in the X datas point -------------- - --- Configuration: 0020-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 160 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 68 in the X datas point -------------- - --- Configuration: 0001-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9243340173.405062 - --- Energy: 40.84258552984255 - --- Workload: 377523000000.0 + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 153 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 62 in the X datas point -------------- - --- Configuration: 2002-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7393168712.11001 - --- Energy: 41.1753628489377 - --- Workload: 304417000000.0 + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 84 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 92 in the X datas point -------------- - --- Configuration: 2002-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7263008047.412917 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 135 in the X datas point -------------- - --- Configuration: 0022-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7249844128.351241 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 63 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 236 in the X datas point -------------- - --- Configuration: 0002-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4969363871.73078 - --- Energy: 42.2836539731841 - --- Workload: 210123000000.0 + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 235 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 349 in the X datas point -------------- - --- Configuration: 0003-0030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5328502158.043374 - --- Energy: 45.14679945279237 - --- Workload: 240565000000.0 + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 232 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point -------------- - --- Configuration: 2002-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9205560158.335634 - --- Energy: 47.19609116514537 - --- Workload: 434467000000.0 + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 153 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 62 in the X datas point -------------- - --- Configuration: 2002-0010 - --- Energy efficiency: 7393168712.11001 - --- Energy: 41.1753628489377 - --- Workload: 304417000000.0 + --- Configuration: 333333-2-1 + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (41.1753628489377 mAh) it is NOT far from the median. ---- Median :41.1753628489377, the gap is : 10 ---- So No we don't romove this configuration '0002-0020' - --- remove_aberrant_points: The value [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '2022-2220' +--- The energy of the current configuration (77.59635035177494 mAh) it is NOT far from the median. +--- Median :77.59635035177494, the gap is : 10 +--- So No we don't romove this configuration '333333-2-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '333300-1-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2022-2220' ---- Neighbour 0 in the list of neghbours, And at position 64 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '333300-1-0' +--- Neighbour 0 in the list of neghbours, And at position 63 in the X datas point -------------- - --- Configuration: 2022-2220 + --- Configuration: 333300-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 130 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 148 in the X datas point -------------- - --- Configuration: 2022-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10578920865.440357 - --- Energy: 50.18755172966964 - --- Workload: 530930000000.0 + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 243 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 529 in the X datas point -------------- - --- Configuration: 0022-2220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10604498852.593224 - --- Energy: 53.16348231202643 - --- Workload: 563772000000.0 + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10992187852.093517 + --- Energy: 31.06062061477282 + --- Workload: 341424000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 234 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 78 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 261 in the X datas point -------------- - --- Configuration: 1001-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9166575000.916658 - --- Energy: 50.735447078258076 - --- Workload: 465069000000.0 + --- Configuration: 333330-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 100 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 306 in the X datas point -------------- - --- Configuration: 2222-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11468876336.840899 - --- Energy: 53.84120579706395 - --- Workload: 617498000000.0 + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 58 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10000990098.019703 - --- Energy: 50.66357196918862 - --- Workload: 506686000000.0 + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 117 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 192 in the X datas point -------------- - --- Configuration: 1011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8782098570.274353 - --- Energy: 43.085080854083536 - --- Workload: 378377000000.0 + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 124 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 209 in the X datas point -------------- - --- Configuration: 0020-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8376542330.856669 - --- Energy: 48.301162810596125 - --- Workload: 404596000000.0 + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 125 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 287 in the X datas point -------------- - --- Configuration: 2220-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9479212087.891254 - --- Energy: 49.57175430186782 - --- Workload: 469901000000.0 + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2022-2220' ---- Neighbour 0 in the list of neghbours, And at position 117 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333300-1-0' +--- Neighbour 0 in the list of neghbours, And at position 261 in the X datas point -------------- - --- Configuration: 1011-2200 + --- Configuration: 333330-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 8782098570.274353 - --- Energy: 43.085080854083536 - --- Workload: 378377000000.0 + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 124 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 529 in the X datas point -------------- - --- Configuration: 0020-2220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8376542330.856669 - --- Energy: 48.301162810596125 - --- Workload: 404596000000.0 + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10992187852.093517 + --- Energy: 31.06062061477282 + --- Workload: 341424000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 125 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 209 in the X datas point -------------- - --- Configuration: 2220-2220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9479212087.891254 - --- Energy: 49.57175430186782 - --- Workload: 469901000000.0 + --- Configuration: 222220-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 130 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 148 in the X datas point -------------- - --- Configuration: 2022-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10578920865.440357 - --- Energy: 50.18755172966964 - --- Workload: 530930000000.0 + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 63 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10000990098.019703 - --- Energy: 50.66357196918862 - --- Workload: 506686000000.0 + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 78 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 58 in the X datas point -------------- - --- Configuration: 1001-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9166575000.916658 - --- Energy: 50.735447078258076 - --- Workload: 465069000000.0 + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 243 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 234 in the X datas point -------------- - --- Configuration: 0022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10604498852.593224 - --- Energy: 53.16348231202643 - --- Workload: 563772000000.0 + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 100 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 287 in the X datas point -------------- - --- Configuration: 2222-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11468876336.840899 - --- Energy: 53.84120579706395 - --- Workload: 617498000000.0 + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 306 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 192 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 107 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 63 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Energy efficiency: 10000990098.019703 - --- Energy: 50.66357196918862 - --- Workload: 506686000000.0 + --- Configuration: 333300-1-0 + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (50.66357196918862 mAh) it is NOT far from the median. ---- Median :50.66357196918862, the gap is : 10 ---- So No we don't romove this configuration '2022-2220' - --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0] ---- Computing the list of the 10 first neighbours of '1000-0030' +--- The energy of the current configuration (32.97385398783962 mAh) it is NOT far from the median. +--- Median :32.97385398783962, the gap is : 10 +--- So No we don't romove this configuration '333300-1-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '220020-0-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1000-0030' +--- Ordered by distance, Printing the list of the 10 first neighbours of '220020-0-1' +--- Neighbour 0 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 250 in the X datas point +-------------- + --- Configuration: 100010-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 335 in the X datas point +-------------- + --- Configuration: 333030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11193557883.566849 + --- Energy: 34.531211142434685 + --- Workload: 386527000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220020-0-1' +--- Neighbour 0 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 250 in the X datas point +-------------- + --- Configuration: 100010-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 335 in the X datas point +-------------- + --- Configuration: 333030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11193557883.566849 + --- Energy: 34.531211142434685 + --- Workload: 386527000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (33.4145827544387 mAh) it is NOT far from the median. +--- Median :33.4145827544387, the gap is : 10 +--- So No we don't romove this configuration '220020-0-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '111111-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-1-2' --- Neighbour 0 in the list of neghbours, And at position 65 in the X datas point -------------- - --- Configuration: 1000-0030 + --- Configuration: 111111-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 3845281263.097989 - --- Energy: 39.12249647942367 - --- Workload: 150437000000.0 + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 161 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 131 in the X datas point -------------- - --- Configuration: 1100-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5236287472.182222 - --- Energy: 35.478097414979636 - --- Workload: 185774000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 168 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 5 in the X datas point -------------- - --- Configuration: 2020-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5336236245.851076 - --- Energy: 35.10473595313148 - --- Workload: 187327000000.0 + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 218 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 80 in the X datas point -------------- - --- Configuration: 1001-3030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7964637011.668193 - --- Energy: 42.24457921399078 - --- Workload: 336462000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 24 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 85 in the X datas point -------------- - --- Configuration: 0000-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3307720550.5370083 - --- Energy: 35.59789292409111 - --- Workload: 117748000000.0 + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 26 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 104 in the X datas point -------------- - --- Configuration: 0000-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7665772326.561901 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 58 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 111 in the X datas point -------------- - --- Configuration: 0001-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4533975344.242078 - --- Energy: 35.4792605525655 - --- Workload: 160862000000.0 + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 108 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 140 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8871225293.637558 - --- Energy: 42.90551410725298 - --- Workload: 380626000000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 127 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 246 in the X datas point -------------- - --- Configuration: 2020-3030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7529950377.627011 - --- Energy: 41.87227309237855 - --- Workload: 315295000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 146 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 247 in the X datas point -------------- - --- Configuration: 2000-0022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8308684236.764266 - --- Energy: 64.3370683100252 - --- Workload: 534556000000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1000-0030' ---- Neighbour 0 in the list of neghbours, And at position 168 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-1-2' +--- Neighbour 0 in the list of neghbours, And at position 111 in the X datas point -------------- - --- Configuration: 2020-0030 + --- Configuration: 111111-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 5336236245.851076 - --- Energy: 35.10473595313148 - --- Workload: 187327000000.0 + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 161 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 5 in the X datas point -------------- - --- Configuration: 1100-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5236287472.182222 - --- Energy: 35.478097414979636 - --- Workload: 185774000000.0 + --- Configuration: 111110-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 58 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 80 in the X datas point -------------- - --- Configuration: 0001-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4533975344.242078 - --- Energy: 35.4792605525655 - --- Workload: 160862000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 24 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 85 in the X datas point -------------- - --- Configuration: 0000-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3307720550.5370083 - --- Energy: 35.59789292409111 - --- Workload: 117748000000.0 + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 -------------- --- Neighbour 4 in the list of neghbours, And at position 65 in the X datas point -------------- - --- Configuration: 1000-0030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3845281263.097989 - --- Energy: 39.12249647942367 - --- Workload: 150437000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 127 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 246 in the X datas point -------------- - --- Configuration: 2020-3030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7529950377.627011 - --- Energy: 41.87227309237855 - --- Workload: 315295000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 218 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 131 in the X datas point -------------- - --- Configuration: 1001-3030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7964637011.668193 - --- Energy: 42.24457921399078 - --- Workload: 336462000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 108 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 247 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8871225293.637558 - --- Energy: 42.90551410725298 - --- Workload: 380626000000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 26 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 140 in the X datas point -------------- - --- Configuration: 0000-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7665772326.561901 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 146 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 104 in the X datas point -------------- - --- Configuration: 2000-0022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8308684236.764266 - --- Energy: 64.3370683100252 - --- Workload: 534556000000.0 + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 -------------- -------------- --- Median at position 4 in the list of neghbours, And at position 65 in the X datas point -------------- - --- Configuration: 1000-0030 - --- Energy efficiency: 3845281263.097989 - --- Energy: 39.12249647942367 - --- Workload: 150437000000.0 + --- Configuration: 111111-1-2 + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (39.12249647942367 mAh) it is NOT far from the median. ---- Median :39.12249647942367, the gap is : 10 ---- So No we don't romove this configuration '1000-0030' - --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '0010-2000' +--- The energy of the current configuration (65.20383205963783 mAh) it is NOT far from the median. +--- Median :65.20383205963783, the gap is : 10 +--- So No we don't romove this configuration '111111-1-2' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '101101-0-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0010-2000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '101101-0-2' --- Neighbour 0 in the list of neghbours, And at position 66 in the X datas point -------------- - --- Configuration: 0010-2000 + --- Configuration: 101101-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 76 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 91 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3331046015.069652 - --- Energy: 35.40657570372512 - --- Workload: 117941000000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 112 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 111 in the X datas point -------------- - --- Configuration: 0020-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4244013818.5089927 - --- Energy: 35.41951635507749 - --- Workload: 150321000000.0 + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 147 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 159 in the X datas point -------------- - --- Configuration: 1010-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5000900162.029165 - --- Energy: 35.48607288213239 - --- Workload: 177462000000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 250 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 253 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3452478361.591869 - --- Energy: 34.331593464755564 - --- Workload: 118529000000.0 + --- Configuration: 101111-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12089851778.417196 + --- Energy: 58.0655432702143 + --- Workload: 702004000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 9 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 346 in the X datas point -------------- - --- Configuration: 0010-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6532788063.289651 - --- Energy: 42.64544340651106 - --- Workload: 278594000000.0 + --- Configuration: 011101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422560861.231298 + --- Energy: 53.13375305902614 + --- Workload: 660057000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 24 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 378 in the X datas point -------------- - --- Configuration: 0000-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3307720550.5370083 - --- Energy: 35.59789292409111 - --- Workload: 117748000000.0 + --- Configuration: 111101-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11645632713.048117 + --- Energy: 67.4694443841449 + --- Workload: 785724000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 75 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 405 in the X datas point -------------- - --- Configuration: 0000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Configuration: 101101-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5642481111.794478 + --- Energy: 13.362479905568 + --- Workload: 75397700000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 16 in the X datas point -------------- - --- Configuration: 0000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 99 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 36 in the X datas point -------------- - --- Configuration: 0011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7849108733.703288 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0010-2000' ---- Neighbour 0 in the list of neghbours, And at position 250 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '101101-0-2' +--- Neighbour 0 in the list of neghbours, And at position 405 in the X datas point -------------- - --- Configuration: 0000-2000 + --- Configuration: 101101-1-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 3452478361.591869 - --- Energy: 34.331593464755564 - --- Workload: 118529000000.0 + --- Energy efficiency: 5642481111.794478 + --- Energy: 13.362479905568 + --- Workload: 75397700000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 76 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 36 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3331046015.069652 - --- Energy: 35.40657570372512 - --- Workload: 117941000000.0 + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 112 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 346 in the X datas point -------------- - --- Configuration: 0020-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4244013818.5089927 - --- Energy: 35.41951635507749 - --- Workload: 150321000000.0 + --- Configuration: 011101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422560861.231298 + --- Energy: 53.13375305902614 + --- Workload: 660057000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 75 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 66 in the X datas point -------------- - --- Configuration: 0000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Configuration: 101101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 147 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 111 in the X datas point -------------- - --- Configuration: 1010-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5000900162.029165 - --- Energy: 35.48607288213239 - --- Workload: 177462000000.0 + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 24 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 253 in the X datas point -------------- - --- Configuration: 0000-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3307720550.5370083 - --- Energy: 35.59789292409111 - --- Workload: 117748000000.0 + --- Configuration: 101111-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12089851778.417196 + --- Energy: 58.0655432702143 + --- Workload: 702004000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 91 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 99 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 378 in the X datas point -------------- - --- Configuration: 0011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7849108733.703288 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Configuration: 111101-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11645632713.048117 + --- Energy: 67.4694443841449 + --- Workload: 785724000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 159 in the X datas point -------------- - --- Configuration: 0000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 9 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 16 in the X datas point -------------- - --- Configuration: 0010-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6532788063.289651 - --- Energy: 42.64544340651106 - --- Workload: 278594000000.0 + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 147 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 111 in the X datas point -------------- - --- Configuration: 1010-2000 - --- Energy efficiency: 5000900162.029165 - --- Energy: 35.48607288213239 - --- Workload: 177462000000.0 + --- Configuration: 111111-0-2 + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (35.48607288213239 mAh) it is NOT far from the median. ---- Median :35.48607288213239, the gap is : 10 ---- So No we don't romove this configuration '0010-2000' - --- remove_aberrant_points: The value [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1] ---- Computing the list of the 10 first neighbours of '0110-0002' +--- The energy of the current configuration (56.046315848522 mAh) it is NOT far from the median. +--- Median :56.046315848522, the gap is : 10 +--- So No we don't romove this configuration '101101-0-2' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '330330-2-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0110-0002' +--- Ordered by distance, Printing the list of the 10 first neighbours of '330330-2-3' --- Neighbour 0 in the list of neghbours, And at position 67 in the X datas point -------------- - --- Configuration: 0110-0002 + --- Configuration: 330330-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 6145261695.969323 - --- Energy: 51.31617435224532 - --- Workload: 315351000000.0 + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 88 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 264 in the X datas point -------------- - --- Configuration: 0110-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5821399464.43125 - --- Energy: 36.31061849927073 - --- Workload: 211379000000.0 + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 115 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 488 in the X datas point -------------- - --- Configuration: 0110-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7487495881.877265 - --- Energy: 41.820066635010036 - --- Workload: 313127000000.0 + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 200 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 542 in the X datas point -------------- - --- Configuration: 0111-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6254338947.644929 - --- Energy: 35.98594879953233 - --- Workload: 225068000000.0 + --- Configuration: 330330-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12443165840.025682 + --- Energy: 76.18345987594073 + --- Workload: 947963000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 8 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 589 in the X datas point -------------- - --- Configuration: 0020-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8089829466.394849 - --- Energy: 66.44909360627778 - --- Workload: 537560000000.0 + --- Configuration: 330330-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12070676223.42339 + --- Energy: 73.18295677224415 + --- Workload: 883368000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 38 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 652 in the X datas point -------------- - --- Configuration: 1110-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 2905397356.669485 - --- Energy: 30.668041259477853 - --- Workload: 89102900000.0 + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 17 in the X datas point -------------- - --- Configuration: 0111-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3139835723.7949314 - --- Energy: 40.0701934667281 - --- Workload: 125814000000.0 + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 32 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 81 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 87 in the X datas point -------------- - --- Configuration: 0000-0001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3321398441.599851 - --- Energy: 35.588916806469584 - --- Workload: 118205000000.0 + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 86 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 163 in the X datas point -------------- - --- Configuration: 0220-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5040602049.508794 - --- Energy: 36.67117347490831 - --- Workload: 184845000000.0 + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0110-0002' ---- Neighbour 0 in the list of neghbours, And at position 38 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '330330-2-3' +--- Neighbour 0 in the list of neghbours, And at position 264 in the X datas point -------------- - --- Configuration: 1110-0000 + --- Configuration: 333330-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 2905397356.669485 - --- Energy: 30.668041259477853 - --- Workload: 89102900000.0 + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 81 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 87 in the X datas point -------------- - --- Configuration: 0000-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3321398441.599851 - --- Energy: 35.588916806469584 - --- Workload: 118205000000.0 + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 200 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 589 in the X datas point -------------- - --- Configuration: 0111-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6254338947.644929 - --- Energy: 35.98594879953233 - --- Workload: 225068000000.0 + --- Configuration: 330330-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12070676223.42339 + --- Energy: 73.18295677224415 + --- Workload: 883368000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 88 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 542 in the X datas point -------------- - --- Configuration: 0110-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5821399464.43125 - --- Energy: 36.31061849927073 - --- Workload: 211379000000.0 + --- Configuration: 330330-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12443165840.025682 + --- Energy: 76.18345987594073 + --- Workload: 947963000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 86 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 67 in the X datas point -------------- - --- Configuration: 0220-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5040602049.508794 - --- Energy: 36.67117347490831 - --- Workload: 184845000000.0 + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 488 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 163 in the X datas point -------------- - --- Configuration: 0111-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3139835723.7949314 - --- Energy: 40.0701934667281 - --- Workload: 125814000000.0 + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 115 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 652 in the X datas point -------------- - --- Configuration: 0110-1001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7487495881.877265 - --- Energy: 41.820066635010036 - --- Workload: 313127000000.0 + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 67 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 32 in the X datas point -------------- - --- Configuration: 0110-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6145261695.969323 - --- Energy: 51.31617435224532 - --- Workload: 315351000000.0 + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 8 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 17 in the X datas point -------------- - --- Configuration: 0020-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8089829466.394849 - --- Energy: 66.44909360627778 - --- Workload: 537560000000.0 + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 86 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 67 in the X datas point -------------- - --- Configuration: 0220-0020 - --- Energy efficiency: 5040602049.508794 - --- Energy: 36.67117347490831 - --- Workload: 184845000000.0 + --- Configuration: 330330-2-3 + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (51.31617435224532 mAh) is far from the median. ---- Median :36.67117347490831, the gap is : 10 ---- So yes we remove this configuration '0110-0002' ---- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '3030-1000' +--- The energy of the current configuration (78.20736118066493 mAh) it is NOT far from the median. +--- Median :78.20736118066493, the gap is : 10 +--- So No we don't romove this configuration '330330-2-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '333333-3-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3030-1000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-3-1' --- Neighbour 0 in the list of neghbours, And at position 68 in the X datas point -------------- - --- Configuration: 3030-1000 + --- Configuration: 333333-3-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 4306298392.02818 - --- Energy: 43.625602385234735 - --- Workload: 187865000000.0 + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 44 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 140 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 62 in the X datas point -------------- - --- Configuration: 2020-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6005284650.492433 - --- Energy: 34.65163368892841 - --- Workload: 208093000000.0 + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 150 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 72 in the X datas point -------------- - --- Configuration: 3030-1001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8447801037.389967 - --- Energy: 43.884169684615244 - --- Workload: 370724000000.0 + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 199 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 203 in the X datas point -------------- - --- Configuration: 3030-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2117186259.461176 - --- Energy: 28.69675782439391 - --- Workload: 60756400000.0 + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 215 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 214 in the X datas point -------------- - --- Configuration: 3030-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5441732647.675019 - --- Energy: 35.287807273153724 - --- Workload: 192027000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 251 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 309 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 319 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 476 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15954255957.319174 + --- Energy: 64.94187940590403 + --- Workload: 1036100000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3030-1000' ---- Neighbour 0 in the list of neghbours, And at position 199 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-3-1' +--- Neighbour 0 in the list of neghbours, And at position 476 in the X datas point -------------- - --- Configuration: 3030-0000 + --- Configuration: 333333-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 2117186259.461176 - --- Energy: 28.69675782439391 - --- Workload: 60756400000.0 + --- Energy efficiency: 15954255957.319174 + --- Energy: 64.94187940590403 + --- Workload: 1036100000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 68 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 72 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 62 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 251 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 140 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 319 in the X datas point -------------- - --- Configuration: 2020-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6005284650.492433 - --- Energy: 34.65163368892841 - --- Workload: 208093000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 215 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 3030-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5441732647.675019 - --- Energy: 35.287807273153724 - --- Workload: 192027000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 44 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 203 in the X datas point -------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 309 in the X datas point -------------- - --- Configuration: 3030-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4306298392.02818 - --- Energy: 43.625602385234735 - --- Workload: 187865000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 150 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 214 in the X datas point -------------- - --- Configuration: 3030-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8447801037.389967 - --- Energy: 43.884169684615244 - --- Workload: 370724000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 20 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 251 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 222222-3-1 + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (43.625602385234735 mAh) is far from the median. ---- Median :32.51205394198035, the gap is : 10 ---- So yes we remove this configuration '3030-1000' ---- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '2000-2000' +--- The energy of the current configuration (79.3720923830505 mAh) it is NOT far from the median. +--- Median :79.3720923830505, the gap is : 10 +--- So No we don't romove this configuration '333333-3-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '220220-0-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2000-2000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '220220-0-0' --- Neighbour 0 in the list of neghbours, And at position 69 in the X datas point -------------- - --- Configuration: 2000-2000 + --- Configuration: 220220-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 642 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 220220-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6051071039.574004 + --- Energy: 26.957077100488743 + --- Workload: 163119000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 273 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 330330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 73 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 641 in the X datas point -------------- - --- Configuration: 2000-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6539495281.754154 - --- Energy: 42.61363347008094 - --- Workload: 278672000000.0 + --- Configuration: 222220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7320161921.981714 + --- Energy: 28.31277417055063 + --- Workload: 207254000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 84 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 33 in the X datas point -------------- - --- Configuration: 2002-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7263008047.412917 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 114 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 64 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3742206854.226074 - --- Energy: 34.88131927324178 - --- Workload: 130533000000.0 + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 177 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 90 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5065035050.042546 - --- Energy: 35.13598057141005 - --- Workload: 177965000000.0 + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 29 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 166 in the X datas point -------------- - --- Configuration: 3000-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 170 in the X datas point -------------- - --- Configuration: 2000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 209 in the X datas point -------------- - --- Configuration: 3300-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2000-2000' ---- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '220220-0-0' +--- Neighbour 0 in the list of neghbours, And at position 273 in the X datas point -------------- - --- Configuration: 2000-0000 + --- Configuration: 330330-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 114 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 69 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3742206854.226074 - --- Energy: 34.88131927324178 - --- Workload: 130533000000.0 + --- Configuration: 220220-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 177 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 90 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5065035050.042546 - --- Energy: 35.13598057141005 - --- Workload: 177965000000.0 + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 29 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 642 in the X datas point -------------- - --- Configuration: 3000-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6051071039.574004 + --- Energy: 26.957077100488743 + --- Workload: 163119000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 69 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 641 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 222220-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7320161921.981714 + --- Energy: 28.31277417055063 + --- Workload: 207254000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 209 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 64 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 166 in the X datas point -------------- - --- Configuration: 3300-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 84 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 33 in the X datas point -------------- - --- Configuration: 2002-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7263008047.412917 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 73 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 170 in the X datas point -------------- - --- Configuration: 2000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6539495281.754154 - --- Energy: 42.61363347008094 - --- Workload: 278672000000.0 + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 69 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 641 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 222220-0-0 + --- Energy efficiency: 7320161921.981714 + --- Energy: 28.31277417055063 + --- Workload: 207254000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (36.241340818491324 mAh) it is NOT far from the median. ---- Median :36.241340818491324, the gap is : 10 ---- So No we don't romove this configuration '2000-2000' - --- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '3000-1100' +--- The energy of the current configuration (28.31277417055063 mAh) it is NOT far from the median. +--- Median :28.31277417055063, the gap is : 10 +--- So No we don't romove this configuration '220220-0-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '110011-0-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3000-1100' +--- Ordered by distance, Printing the list of the 10 first neighbours of '110011-0-0' --- Neighbour 0 in the list of neghbours, And at position 70 in the X datas point -------------- - --- Configuration: 3000-1100 + --- Configuration: 110011-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 6443423519.784533 - --- Energy: 43.3608751201712 - --- Workload: 279393000000.0 + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 90 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 44 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 149 in the X datas point -------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 71 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 359 in the X datas point -------------- - --- Configuration: 3000-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6519117311.516021 - --- Energy: 42.79271109577192 - --- Workload: 278971000000.0 + --- Configuration: 100011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 4992984856.276931 + --- Energy: 24.1374403681183 + --- Workload: 120518000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 675 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7533921481.470321 + --- Energy: 27.536240775049926 + --- Workload: 207456000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 2 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 60 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 183 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 208 in the X datas point -------------- - --- Configuration: 3030-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4306298392.02818 - --- Energy: 43.625602385234735 - --- Workload: 187865000000.0 + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 73 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 282 in the X datas point -------------- - --- Configuration: 2000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6539495281.754154 - --- Energy: 42.61363347008094 - --- Workload: 278672000000.0 + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3000-1100' ---- Neighbour 0 in the list of neghbours, And at position 18 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '110011-0-0' +--- Neighbour 0 in the list of neghbours, And at position 359 in the X datas point -------------- - --- Configuration: 3000-0000 + --- Configuration: 100011-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Energy efficiency: 4992984856.276931 + --- Energy: 24.1374403681183 + --- Workload: 120518000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 282 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 44 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 60 in the X datas point -------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 90 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 70 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 73 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 675 in the X datas point -------------- - --- Configuration: 2000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6539495281.754154 - --- Energy: 42.61363347008094 - --- Workload: 278672000000.0 + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7533921481.470321 + --- Energy: 27.536240775049926 + --- Workload: 207456000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 71 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 149 in the X datas point -------------- - --- Configuration: 3000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6519117311.516021 - --- Energy: 42.79271109577192 - --- Workload: 278971000000.0 + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 70 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 208 in the X datas point -------------- - --- Configuration: 3000-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6443423519.784533 - --- Energy: 43.3608751201712 - --- Workload: 279393000000.0 + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 2 in the X datas point -------------- - --- Configuration: 3030-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4306298392.02818 - --- Energy: 43.625602385234735 - --- Workload: 187865000000.0 + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 183 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 45 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 70 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 110011-0-0 + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (36.96583597689362 mAh) it is NOT far from the median. ---- Median :36.96583597689362, the gap is : 10 ---- So No we don't romove this configuration '3000-1100' - --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '3000-2200' +--- The energy of the current configuration (27.241716653761866 mAh) it is NOT far from the median. +--- Median :27.241716653761866, the gap is : 10 +--- So No we don't romove this configuration '110011-0-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '011111-3-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3000-2200' +--- Ordered by distance, Printing the list of the 10 first neighbours of '011111-3-2' --- Neighbour 0 in the list of neghbours, And at position 71 in the X datas point -------------- - --- Configuration: 3000-2200 + --- Configuration: 011111-3-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 6519117311.516021 - --- Energy: 42.79271109577192 - --- Workload: 278971000000.0 + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 30 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 271 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6611133148.221605 - --- Energy: 42.19510352720739 - --- Workload: 278957000000.0 + --- Configuration: 010111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5520012806.429711 + --- Energy: 13.6504873016518 + --- Workload: 75350800000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 333 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 70 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 362 in the X datas point -------------- - --- Configuration: 3000-1100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6443423519.784533 - --- Energy: 43.3608751201712 - --- Workload: 279393000000.0 + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 73 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 440 in the X datas point -------------- - --- Configuration: 2000-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6539495281.754154 - --- Energy: 42.61363347008094 - --- Workload: 278672000000.0 + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 74 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 461 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6473246073.976255 - --- Energy: 42.474892742303716 - --- Workload: 274951000000.0 + --- Configuration: 011111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12672600823.212149 + --- Energy: 85.29350021391399 + --- Workload: 1080890000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 114 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 761 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3742206854.226074 - --- Energy: 34.88131927324178 - --- Workload: 130533000000.0 + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6079027355.6231 + --- Energy: 12.473598223784801 + --- Workload: 75827400000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 29 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 3000-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 31 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 83 in the X datas point -------------- - --- Configuration: 3000-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8224428196.629629 - --- Energy: 49.410116578739654 - --- Workload: 406369000000.0 + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3000-2200' ---- Neighbour 0 in the list of neghbours, And at position 114 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '011111-3-2' +--- Neighbour 0 in the list of neghbours, And at position 761 in the X datas point -------------- - --- Configuration: 3000-2000 + --- Configuration: 011011-3-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 3742206854.226074 - --- Energy: 34.88131927324178 - --- Workload: 130533000000.0 + --- Energy efficiency: 6079027355.6231 + --- Energy: 12.473598223784801 + --- Workload: 75827400000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 29 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 271 in the X datas point -------------- - --- Configuration: 3000-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Configuration: 010111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5520012806.429711 + --- Energy: 13.6504873016518 + --- Workload: 75350800000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 30 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 333 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6611133148.221605 - --- Energy: 42.19510352720739 - --- Workload: 278957000000.0 + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 74 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 362 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6473246073.976255 - --- Energy: 42.474892742303716 - --- Workload: 274951000000.0 + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 73 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 440 in the X datas point -------------- - --- Configuration: 2000-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6539495281.754154 - --- Energy: 42.61363347008094 - --- Workload: 278672000000.0 + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 -------------- --- Neighbour 6 in the list of neghbours, And at position 71 in the X datas point -------------- - --- Configuration: 3000-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6519117311.516021 - --- Energy: 42.79271109577192 - --- Workload: 278971000000.0 + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 70 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 461 in the X datas point -------------- - --- Configuration: 3000-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6443423519.784533 - --- Energy: 43.3608751201712 - --- Workload: 279393000000.0 + --- Configuration: 011111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12672600823.212149 + --- Energy: 85.29350021391399 + --- Workload: 1080890000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 31 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 83 in the X datas point -------------- - --- Configuration: 3000-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8224428196.629629 - --- Energy: 49.410116578739654 - --- Workload: 406369000000.0 + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 74 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 362 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Energy efficiency: 6473246073.976255 - --- Energy: 42.474892742303716 - --- Workload: 274951000000.0 + --- Configuration: 011111-2-2 + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (42.474892742303716 mAh) it is NOT far from the median. ---- Median :42.474892742303716, the gap is : 10 ---- So No we don't romove this configuration '3000-2200' - --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '1000-1100' +--- The energy of the current configuration (75.3366281487845 mAh) it is NOT far from the median. +--- Median :75.3366281487845, the gap is : 10 +--- So No we don't romove this configuration '011111-3-2' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '303333-3-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1000-1100' +--- Ordered by distance, Printing the list of the 10 first neighbours of '303333-3-1' --- Neighbour 0 in the list of neghbours, And at position 72 in the X datas point -------------- - --- Configuration: 1000-1100 + --- Configuration: 303333-3-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 6448575832.027497 - --- Energy: 42.80059101405426 - --- Workload: 276003000000.0 + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 203 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 303333-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 185 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 68 in the X datas point -------------- - --- Configuration: 1000-0100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4407169583.478402 - --- Energy: 34.828482821374045 - --- Workload: 153495000000.0 + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 190 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 84 in the X datas point -------------- - --- Configuration: 1000-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6563747111.951271 - --- Energy: 40.76551455796704 - --- Workload: 267574000000.0 + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 7 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 116 in the X datas point -------------- - --- Configuration: 1000-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6501654671.113798 - --- Energy: 42.85376093977719 - --- Workload: 278621000000.0 + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 322 in the X datas point -------------- - --- Configuration: 1000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 62 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 15 in the X datas point -------------- - --- Configuration: 0001-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6336774201.724871 - --- Energy: 45.652440385434886 - --- Workload: 289290000000.0 + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 73 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 62 in the X datas point -------------- - --- Configuration: 2000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6539495281.754154 - --- Energy: 42.61363347008094 - --- Workload: 278672000000.0 + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 75 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 130 in the X datas point -------------- - --- Configuration: 0000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1000-1100' ---- Neighbour 0 in the list of neghbours, And at position 33 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '303333-3-1' +--- Neighbour 0 in the list of neghbours, And at position 15 in the X datas point -------------- - --- Configuration: 1000-0000 + --- Configuration: 303330-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 185 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 130 in the X datas point -------------- - --- Configuration: 1000-0100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4407169583.478402 - --- Energy: 34.828482821374045 - --- Workload: 153495000000.0 + --- Configuration: 202222-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 75 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 68 in the X datas point -------------- - --- Configuration: 0000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 72 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 62 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 190 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 84 in the X datas point -------------- - --- Configuration: 1000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6563747111.951271 - --- Energy: 40.76551455796704 - --- Workload: 267574000000.0 + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 73 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 2000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6539495281.754154 - --- Energy: 42.61363347008094 - --- Workload: 278672000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 72 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 203 in the X datas point -------------- - --- Configuration: 1000-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6448575832.027497 - --- Energy: 42.80059101405426 - --- Workload: 276003000000.0 + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 7 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 322 in the X datas point -------------- - --- Configuration: 1000-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6501654671.113798 - --- Energy: 42.85376093977719 - --- Workload: 278621000000.0 + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 62 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 116 in the X datas point -------------- - --- Configuration: 0001-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6336774201.724871 - --- Energy: 45.652440385434886 - --- Workload: 289290000000.0 + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 46 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 62 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 333333-2-1 + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (36.86022362180361 mAh) it is NOT far from the median. ---- Median :36.86022362180361, the gap is : 10 ---- So No we don't romove this configuration '1000-1100' - --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '2000-2200' +--- The energy of the current configuration (77.59635035177494 mAh) it is NOT far from the median. +--- Median :77.59635035177494, the gap is : 10 +--- So No we don't romove this configuration '303333-3-1' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '101111-3-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2000-2200' +--- Ordered by distance, Printing the list of the 10 first neighbours of '101111-3-0' --- Neighbour 0 in the list of neghbours, And at position 73 in the X datas point -------------- - --- Configuration: 2000-2200 + --- Configuration: 101111-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 6539495281.754154 - --- Energy: 42.61363347008094 - --- Workload: 278672000000.0 + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 69 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 193 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 71 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 366 in the X datas point -------------- - --- Configuration: 3000-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6519117311.516021 - --- Energy: 42.79271109577192 - --- Workload: 278971000000.0 + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 190 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 508 in the X datas point -------------- - --- Configuration: 1000-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6563747111.951271 - --- Energy: 40.76551455796704 - --- Workload: 267574000000.0 + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 30 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 561 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6611133148.221605 - --- Energy: 42.19510352720739 - --- Workload: 278957000000.0 + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 632 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 41 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 70 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 3000-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6443423519.784533 - --- Energy: 43.3608751201712 - --- Workload: 279393000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 72 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 97 in the X datas point -------------- - --- Configuration: 1000-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6448575832.027497 - --- Energy: 42.80059101405426 - --- Workload: 276003000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 74 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 116 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6473246073.976255 - --- Energy: 42.474892742303716 - --- Workload: 274951000000.0 + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2000-2200' ---- Neighbour 0 in the list of neghbours, And at position 69 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '101111-3-0' +--- Neighbour 0 in the list of neghbours, And at position 508 in the X datas point -------------- - --- Configuration: 2000-2000 + --- Configuration: 101101-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 366 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 73 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 190 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 41 in the X datas point -------------- - --- Configuration: 1000-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6563747111.951271 - --- Energy: 40.76551455796704 - --- Workload: 267574000000.0 + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 30 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 561 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6611133148.221605 - --- Energy: 42.19510352720739 - --- Workload: 278957000000.0 + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 74 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 193 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6473246073.976255 - --- Energy: 42.474892742303716 - --- Workload: 274951000000.0 + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 73 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 632 in the X datas point -------------- - --- Configuration: 2000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6539495281.754154 - --- Energy: 42.61363347008094 - --- Workload: 278672000000.0 + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 71 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 3000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6519117311.516021 - --- Energy: 42.79271109577192 - --- Workload: 278971000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 72 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 97 in the X datas point -------------- - --- Configuration: 1000-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6448575832.027497 - --- Energy: 42.80059101405426 - --- Workload: 276003000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 70 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 116 in the X datas point -------------- - --- Configuration: 3000-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6443423519.784533 - --- Energy: 43.3608751201712 - --- Workload: 279393000000.0 + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 30 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 561 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Energy efficiency: 6611133148.221605 - --- Energy: 42.19510352720739 - --- Workload: 278957000000.0 + --- Configuration: 101101-3-0 + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (42.19510352720739 mAh) it is NOT far from the median. ---- Median :42.19510352720739, the gap is : 10 ---- So No we don't romove this configuration '2000-2200' - --- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '3000-3300' +--- The energy of the current configuration (56.78135936837892 mAh) it is NOT far from the median. +--- Median :56.78135936837892, the gap is : 10 +--- So No we don't romove this configuration '101111-3-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '222222-2-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3000-3300' ---- Neighbour 0 in the list of neghbours, And at position 30 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 74 in the X datas point -------------- - --- Configuration: 3000-3300 + --- Configuration: 222222-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 6611133148.221605 - --- Energy: 42.19510352720739 - --- Workload: 278957000000.0 + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 74 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 98 in the X datas point -------------- - --- Configuration: 3000-3300 + --- Configuration: 222222-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 6473246073.976255 - --- Energy: 42.474892742303716 - --- Workload: 274951000000.0 + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 29 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 158 in the X datas point -------------- - --- Configuration: 3000-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 31 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 3000-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8224428196.629629 - --- Energy: 49.410116578739654 - --- Workload: 406369000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 71 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 30 in the X datas point -------------- - --- Configuration: 3000-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6519117311.516021 - --- Energy: 42.79271109577192 - --- Workload: 278971000000.0 + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 37 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 103 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 73 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 139 in the X datas point -------------- - --- Configuration: 2000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6539495281.754154 - --- Energy: 42.61363347008094 - --- Workload: 278672000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 114 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 147 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3742206854.226074 - --- Energy: 34.88131927324178 - --- Workload: 130533000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 120 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 163 in the X datas point -------------- - --- Configuration: 3003-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9353836943.914392 - --- Energy: 65.99051868650201 - --- Workload: 617264000000.0 + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3000-3300' ---- Neighbour 0 in the list of neghbours, And at position 114 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 163 in the X datas point -------------- - --- Configuration: 3000-2000 + --- Configuration: 222220-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 3742206854.226074 - --- Energy: 34.88131927324178 - --- Workload: 130533000000.0 + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 29 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 139 in the X datas point -------------- - --- Configuration: 3000-3000 + --- Configuration: 111111-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 158 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 30 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 147 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6611133148.221605 - --- Energy: 42.19510352720739 - --- Workload: 278957000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 74 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 30 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6473246073.976255 - --- Energy: 42.474892742303716 - --- Workload: 274951000000.0 + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 73 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 103 in the X datas point -------------- - --- Configuration: 2000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6539495281.754154 - --- Energy: 42.61363347008094 - --- Workload: 278672000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 71 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 3000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6519117311.516021 - --- Energy: 42.79271109577192 - --- Workload: 278971000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 31 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 37 in the X datas point -------------- - --- Configuration: 3000-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8224428196.629629 - --- Energy: 49.410116578739654 - --- Workload: 406369000000.0 + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 120 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point -------------- - --- Configuration: 3003-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9353836943.914392 - --- Energy: 65.99051868650201 - --- Workload: 617264000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 30 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 147 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Energy efficiency: 6611133148.221605 - --- Energy: 42.19510352720739 - --- Workload: 278957000000.0 + --- Configuration: 111111-2-3 + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (42.19510352720739 mAh) it is NOT far from the median. ---- Median :42.19510352720739, the gap is : 10 ---- So No we don't romove this configuration '3000-3300' - --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '0000-1000' +--- The energy of the current configuration (84.3646166621502 mAh) it is NOT far from the median. +--- Median :84.3646166621502, the gap is : 10 +--- So No we don't romove this configuration '222222-2-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '022222-0-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0000-1000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '022222-0-3' --- Neighbour 0 in the list of neghbours, And at position 75 in the X datas point -------------- - --- Configuration: 0000-1000 + --- Configuration: 022222-0-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 34 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 232 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 505 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Configuration: 022222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 16 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 61 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 22 in the X datas point -------------- - --- Configuration: 0000-1010 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5325891287.907031 - --- Energy: 45.45847467114993 - --- Workload: 242107000000.0 + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 76 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 39 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3331046015.069652 - --- Energy: 35.40657570372512 - --- Workload: 117941000000.0 + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 250 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 105 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3452478361.591869 - --- Energy: 34.331593464755564 - --- Workload: 118529000000.0 + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 7 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 142 in the X datas point -------------- - --- Configuration: 1000-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6501654671.113798 - --- Energy: 42.85376093977719 - --- Workload: 278621000000.0 + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 169 in the X datas point -------------- - --- Configuration: 1000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0000-1000' ---- Neighbour 0 in the list of neghbours, And at position 33 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '022222-0-3' +--- Neighbour 0 in the list of neghbours, And at position 22 in the X datas point -------------- - --- Configuration: 1000-0000 + --- Configuration: 222220-0-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 505 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Configuration: 022222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 75 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 169 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 250 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 232 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3452478361.591869 - --- Energy: 34.331593464755564 - --- Workload: 118529000000.0 + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 76 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 142 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3331046015.069652 - --- Energy: 35.40657570372512 - --- Workload: 117941000000.0 + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 75 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 16 in the X datas point -------------- - --- Configuration: 0000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 34 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 7 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 105 in the X datas point -------------- - --- Configuration: 1000-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6501654671.113798 - --- Energy: 42.85376093977719 - --- Workload: 278621000000.0 + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 61 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 39 in the X datas point -------------- - --- Configuration: 0000-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5325891287.907031 - --- Energy: 45.45847467114993 - --- Workload: 242107000000.0 + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 250 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 232 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Energy efficiency: 3452478361.591869 - --- Energy: 34.331593464755564 - --- Workload: 118529000000.0 + --- Configuration: 222222-0-3 + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (34.331593464755564 mAh) it is NOT far from the median. ---- Median :34.331593464755564, the gap is : 10 ---- So No we don't romove this configuration '0000-1000' - --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '0000-2000' +--- The energy of the current configuration (77.6487009668172 mAh) it is NOT far from the median. +--- Median :77.6487009668172, the gap is : 10 +--- So No we don't romove this configuration '022222-0-3' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '303033-3-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0000-2000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '303033-3-3' --- Neighbour 0 in the list of neghbours, And at position 76 in the X datas point -------------- - --- Configuration: 0000-2000 + --- Configuration: 303033-3-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 3331046015.069652 - --- Energy: 35.40657570372512 - --- Workload: 117941000000.0 + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 250 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 132 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 3452478361.591869 - --- Energy: 34.331593464755564 - --- Workload: 118529000000.0 + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 24 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 594 in the X datas point -------------- - --- Configuration: 0000-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3307720550.5370083 - --- Energy: 35.59789292409111 - --- Workload: 117748000000.0 + --- Configuration: 333033-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885404711.826008 + --- Energy: 92.65928549142409 + --- Workload: 1379270000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 9 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 75 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 31 in the X datas point -------------- - --- Configuration: 0000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 53 in the X datas point -------------- - --- Configuration: 0000-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 101 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 129 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 25 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 179 in the X datas point -------------- - --- Configuration: 0000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5789616901.049658 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 191 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0000-2000' ---- Neighbour 0 in the list of neghbours, And at position 32 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '303033-3-3' +--- Neighbour 0 in the list of neghbours, And at position 76 in the X datas point -------------- - --- Configuration: 0000-0000 + --- Configuration: 303033-3-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 53 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 9 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 250 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 31 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3452478361.591869 - --- Energy: 34.331593464755564 - --- Workload: 118529000000.0 + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 76 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 132 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3331046015.069652 - --- Energy: 35.40657570372512 - --- Workload: 117941000000.0 + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 75 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 594 in the X datas point -------------- - --- Configuration: 0000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Configuration: 333033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14885404711.826008 + --- Energy: 92.65928549142409 + --- Workload: 1379270000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 24 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 179 in the X datas point -------------- - --- Configuration: 0000-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3307720550.5370083 - --- Energy: 35.59789292409111 - --- Workload: 117748000000.0 + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 129 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 25 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 191 in the X datas point -------------- - --- Configuration: 0000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5789616901.049658 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 101 in the X datas point -------------- - --- Configuration: 0000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 76 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 132 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Energy efficiency: 3331046015.069652 - --- Energy: 35.40657570372512 - --- Workload: 117941000000.0 + --- Configuration: 202022-3-3 + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (35.40657570372512 mAh) it is NOT far from the median. ---- Median :35.40657570372512, the gap is : 10 ---- So No we don't romove this configuration '0000-2000' - --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '0000-2200' +--- The energy of the current configuration (75.15771108741323 mAh) is far from the median. +--- Median :90.7376428641244, the gap is : 10 +--- So yes we remove this configuration '303033-3-3' +--- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '333033-0-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0000-2200' ---- Neighbour 0 in the list of neghbours, And at position 77 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '333033-0-2' +--- Neighbour 0 in the list of neghbours, And at position 43 in the X datas point -------------- - --- Configuration: 0000-2200 + --- Configuration: 333033-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 25 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 77 in the X datas point -------------- - --- Configuration: 0000-3300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5789616901.049658 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 76 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 189 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3331046015.069652 - --- Energy: 35.40657570372512 - --- Workload: 117941000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13468757197.367126 + --- Energy: 79.8767027494463 + --- Workload: 1075840000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 190 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 14 in the X datas point -------------- - --- Configuration: 1000-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6563747111.951271 - --- Energy: 40.76551455796704 - --- Workload: 267574000000.0 + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 250 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 401 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3452478361.591869 - --- Energy: 34.331593464755564 - --- Workload: 118529000000.0 + --- Configuration: 330033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12619618206.070793 + --- Energy: 80.8971097844968 + --- Workload: 1020890000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 9 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 483 in the X datas point -------------- - --- Configuration: 0010-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6532788063.289651 - --- Energy: 42.64544340651106 - --- Workload: 278594000000.0 + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 24 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 0000-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3307720550.5370083 - --- Energy: 35.59789292409111 - --- Workload: 117748000000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 26 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 105 in the X datas point -------------- - --- Configuration: 0000-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7665772326.561901 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 62 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 142 in the X datas point -------------- - --- Configuration: 0001-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6336774201.724871 - --- Energy: 45.652440385434886 - --- Workload: 289290000000.0 + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 169 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0000-2200' ---- Neighbour 0 in the list of neghbours, And at position 250 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333033-0-2' +--- Neighbour 0 in the list of neghbours, And at position 14 in the X datas point -------------- - --- Configuration: 0000-2000 + --- Configuration: 333030-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 3452478361.591869 - --- Energy: 34.331593464755564 - --- Workload: 118529000000.0 + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 76 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 77 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3331046015.069652 - --- Energy: 35.40657570372512 - --- Workload: 117941000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 24 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 169 in the X datas point -------------- - --- Configuration: 0000-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3307720550.5370083 - --- Energy: 35.59789292409111 - --- Workload: 117748000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 43 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 190 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 483 in the X datas point -------------- - --- Configuration: 1000-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6563747111.951271 - --- Energy: 40.76551455796704 - --- Workload: 267574000000.0 + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 25 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 142 in the X datas point -------------- - --- Configuration: 0000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5789616901.049658 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 189 in the X datas point -------------- - --- Configuration: 0000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13468757197.367126 + --- Energy: 79.8767027494463 + --- Workload: 1075840000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 9 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 401 in the X datas point -------------- - --- Configuration: 0010-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6532788063.289651 - --- Energy: 42.64544340651106 - --- Workload: 278594000000.0 + --- Configuration: 330033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12619618206.070793 + --- Energy: 80.8971097844968 + --- Workload: 1020890000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 62 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 105 in the X datas point -------------- - --- Configuration: 0001-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6336774201.724871 - --- Energy: 45.652440385434886 - --- Workload: 289290000000.0 + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 26 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 0000-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7665772326.561901 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 190 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 483 in the X datas point -------------- - --- Configuration: 1000-2200 - --- Energy efficiency: 6563747111.951271 - --- Energy: 40.76551455796704 - --- Workload: 267574000000.0 + --- Configuration: 333333-0-2 + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (40.76551455796704 mAh) it is NOT far from the median. ---- Median :40.76551455796704, the gap is : 10 ---- So No we don't romove this configuration '0000-2200' - --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '1001-2220' +--- The energy of the current configuration (76.85298501974917 mAh) it is NOT far from the median. +--- Median :76.85298501974917, the gap is : 10 +--- So No we don't romove this configuration '333033-0-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '022222-0-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1001-2220' +--- Ordered by distance, Printing the list of the 10 first neighbours of '022222-0-0' --- Neighbour 0 in the list of neghbours, And at position 78 in the X datas point -------------- - --- Configuration: 1001-2220 + --- Configuration: 022222-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 9166575000.916658 - --- Energy: 50.735447078258076 - --- Workload: 465069000000.0 + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 225 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 152 in the X datas point -------------- - --- Configuration: 1001-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9487576019.202854 - --- Energy: 49.10228531809563 - --- Workload: 465862000000.0 + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 47 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 230 in the X datas point -------------- - --- Configuration: 1001-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 57 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 277 in the X datas point -------------- - --- Configuration: 0101-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9185604320.908272 - --- Energy: 48.9191931692468 - --- Workload: 449351000000.0 + --- Configuration: 033333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 356 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 81 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10000990098.019703 - --- Energy: 50.66357196918862 - --- Workload: 506686000000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 117 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 125 in the X datas point -------------- - --- Configuration: 1011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8782098570.274353 - --- Energy: 43.085080854083536 - --- Workload: 378377000000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 160 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 128 in the X datas point -------------- - --- Configuration: 0001-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9243340173.405062 - --- Energy: 40.84258552984255 - --- Workload: 377523000000.0 + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 190 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 183 in the X datas point -------------- - --- Configuration: 1000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6563747111.951271 - --- Energy: 40.76551455796704 - --- Workload: 267574000000.0 + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 206 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 210 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10558457958.332102 - --- Energy: 49.51707772839275 - --- Workload: 522824000000.0 + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1001-2220' ---- Neighbour 0 in the list of neghbours, And at position 47 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '022222-0-0' +--- Neighbour 0 in the list of neghbours, And at position 277 in the X datas point -------------- - --- Configuration: 1001-2000 + --- Configuration: 033333-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 190 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 128 in the X datas point -------------- - --- Configuration: 1000-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6563747111.951271 - --- Energy: 40.76551455796704 - --- Workload: 267574000000.0 + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 160 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 152 in the X datas point -------------- - --- Configuration: 0001-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9243340173.405062 - --- Energy: 40.84258552984255 - --- Workload: 377523000000.0 + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 117 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 78 in the X datas point -------------- - --- Configuration: 1011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8782098570.274353 - --- Energy: 43.085080854083536 - --- Workload: 378377000000.0 + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 57 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 183 in the X datas point -------------- - --- Configuration: 0101-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9185604320.908272 - --- Energy: 48.9191931692468 - --- Workload: 449351000000.0 + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 225 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 230 in the X datas point -------------- - --- Configuration: 1001-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9487576019.202854 - --- Energy: 49.10228531809563 - --- Workload: 465862000000.0 + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 206 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 356 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10558457958.332102 - --- Energy: 49.51707772839275 - --- Workload: 522824000000.0 + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 81 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10000990098.019703 - --- Energy: 50.66357196918862 - --- Workload: 506686000000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 78 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 125 in the X datas point -------------- - --- Configuration: 1001-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9166575000.916658 - --- Energy: 50.735447078258076 - --- Workload: 465069000000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 210 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 57 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 183 in the X datas point -------------- - --- Configuration: 0101-2220 - --- Energy efficiency: 9185604320.908272 - --- Energy: 48.9191931692468 - --- Workload: 449351000000.0 + --- Configuration: 222022-0-0 + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (48.9191931692468 mAh) it is NOT far from the median. ---- Median :48.9191931692468, the gap is : 10 ---- So No we don't romove this configuration '1001-2220' - --- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '0200-1100' +--- The energy of the current configuration (39.9085203282099 mAh) it is NOT far from the median. +--- Median :39.9085203282099, the gap is : 10 +--- So No we don't romove this configuration '022222-0-0' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '100101-1-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0200-1100' +--- Ordered by distance, Printing the list of the 10 first neighbours of '100101-1-3' --- Neighbour 0 in the list of neghbours, And at position 79 in the X datas point -------------- - --- Configuration: 0200-1100 + --- Configuration: 100101-1-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 6540008502.011052 - --- Energy: 42.722378810206706 - --- Workload: 279405000000.0 + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 122 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 405 in the X datas point -------------- - --- Configuration: 0200-0100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4242843383.922169 - --- Energy: 35.404255909220375 - --- Workload: 150215000000.0 + --- Configuration: 101101-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5642481111.794478 + --- Energy: 13.362479905568 + --- Workload: 75397700000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 226 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 216 in the X datas point -------------- - --- Configuration: 0200-1110 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8314487162.431821 - --- Energy: 48.121310145716976 - --- Workload: 400104000000.0 + --- Configuration: 110100-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 239 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 323 in the X datas point -------------- - --- Configuration: 0200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4343576935.606472 - --- Energy: 34.69772062521995 - --- Workload: 150712000000.0 + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 131 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 468 in the X datas point -------------- - --- Configuration: 0020-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6670179627.937381 - --- Energy: 41.85807704041302 - --- Workload: 279201000000.0 + --- Configuration: 200222-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12966704097.21916 + --- Energy: 85.45268353263162 + --- Workload: 1108040000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 174 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 653 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5023055826.242454 - --- Energy: 35.164198939696966 - --- Workload: 176632000000.0 + --- Configuration: 100111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12648173350.804678 + --- Energy: 65.36175990721286 + --- Workload: 826707000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 238 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 747 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5231876778.838105 - --- Energy: 35.35979917082616 - --- Workload: 184998000000.0 + --- Configuration: 101100-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5792903692.976104 + --- Energy: 13.162529333531099 + --- Workload: 76249300000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 773 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 100101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5895600702.755604 + --- Energy: 12.88737035992497 + --- Workload: 75978600000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 10 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 28 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0200-1100' ---- Neighbour 0 in the list of neghbours, And at position 37 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '100101-1-3' +--- Neighbour 0 in the list of neghbours, And at position 773 in the X datas point -------------- - --- Configuration: 2200-0000 + --- Configuration: 100101-2-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Energy efficiency: 5895600702.755604 + --- Energy: 12.88737035992497 + --- Workload: 75978600000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 239 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 747 in the X datas point -------------- - --- Configuration: 0200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4343576935.606472 - --- Energy: 34.69772062521995 - --- Workload: 150712000000.0 + --- Configuration: 101100-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5792903692.976104 + --- Energy: 13.162529333531099 + --- Workload: 76249300000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 174 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 405 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5023055826.242454 - --- Energy: 35.164198939696966 - --- Workload: 176632000000.0 + --- Configuration: 101101-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5642481111.794478 + --- Energy: 13.362479905568 + --- Workload: 75397700000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 238 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 653 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5231876778.838105 - --- Energy: 35.35979917082616 - --- Workload: 184998000000.0 + --- Configuration: 100111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12648173350.804678 + --- Energy: 65.36175990721286 + --- Workload: 826707000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 122 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 79 in the X datas point -------------- - --- Configuration: 0200-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4242843383.922169 - --- Energy: 35.404255909220375 - --- Workload: 150215000000.0 + --- Configuration: 100101-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 10 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 131 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 216 in the X datas point -------------- - --- Configuration: 0020-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6670179627.937381 - --- Energy: 41.85807704041302 - --- Workload: 279201000000.0 + --- Configuration: 110100-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 79 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 323 in the X datas point -------------- - --- Configuration: 0200-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6540008502.011052 - --- Energy: 42.722378810206706 - --- Workload: 279405000000.0 + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 226 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 468 in the X datas point -------------- - --- Configuration: 0200-1110 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8314487162.431821 - --- Energy: 48.121310145716976 - --- Workload: 400104000000.0 + --- Configuration: 200222-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12966704097.21916 + --- Energy: 85.45268353263162 + --- Workload: 1108040000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 28 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 122 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 79 in the X datas point -------------- - --- Configuration: 0200-0100 - --- Energy efficiency: 4242843383.922169 - --- Energy: 35.404255909220375 - --- Workload: 150215000000.0 + --- Configuration: 100101-1-3 + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (35.404255909220375 mAh) it is NOT far from the median. ---- Median :35.404255909220375, the gap is : 10 ---- So No we don't romove this configuration '0200-1100' - --- remove_aberrant_points: The value [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '2002-0100' +--- The energy of the current configuration (69.54756184550816 mAh) it is NOT far from the median. +--- Median :69.54756184550816, the gap is : 10 +--- So No we don't romove this configuration '100101-1-3' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '110111-1-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2002-0100' +--- Ordered by distance, Printing the list of the 10 first neighbours of '110111-1-2' --- Neighbour 0 in the list of neghbours, And at position 80 in the X datas point -------------- - --- Configuration: 2002-0100 + --- Configuration: 110111-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 7245431755.278297 - --- Energy: 42.016301664202444 - --- Workload: 304426000000.0 + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 55 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 246 in the X datas point -------------- - --- Configuration: 2002-0101 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8950387999.31977 - --- Energy: 47.4541739001796 - --- Workload: 424732000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 65 in the X datas point -------------- - --- Configuration: 2000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 101 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 131 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6807769026.0124855 - --- Energy: 36.74164741869377 - --- Workload: 250128000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 153 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 611 in the X datas point -------------- - --- Configuration: 2002-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7393168712.11001 - --- Energy: 41.1753628489377 - --- Workload: 304417000000.0 + --- Configuration: 010111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13285064266.49839 + --- Energy: 63.33291473508287 + --- Workload: 841382000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 185 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 653 in the X datas point -------------- - --- Configuration: 1000-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4407169583.478402 - --- Energy: 34.828482821374045 - --- Workload: 153495000000.0 + --- Configuration: 100111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12648173350.804678 + --- Energy: 65.36175990721286 + --- Workload: 826707000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 198 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 2 in the X datas point -------------- - --- Configuration: 3033-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8513391564.931638 - --- Energy: 58.43142458623579 - --- Workload: 497450000000.0 + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 205 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 5 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6759862639.591164 - --- Energy: 36.90475887640218 - --- Workload: 249471000000.0 + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 232 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 85 in the X datas point -------------- - --- Configuration: 2002-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9205560158.335634 - --- Energy: 47.19609116514537 - --- Workload: 434467000000.0 + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 237 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 104 in the X datas point -------------- - --- Configuration: 3003-0110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8436326823.301135 - --- Energy: 59.49080386456649 - --- Workload: 501884000000.0 + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2002-0100' ---- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '110111-1-2' +--- Neighbour 0 in the list of neghbours, And at position 2 in the X datas point -------------- - --- Configuration: 2000-0000 + --- Configuration: 110111-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 185 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 611 in the X datas point -------------- - --- Configuration: 1000-0100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4407169583.478402 - --- Energy: 34.828482821374045 - --- Workload: 153495000000.0 + --- Configuration: 010111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13285064266.49839 + --- Energy: 63.33291473508287 + --- Workload: 841382000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 101 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 5 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6807769026.0124855 - --- Energy: 36.74164741869377 - --- Workload: 250128000000.0 + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 205 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 80 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6759862639.591164 - --- Energy: 36.90475887640218 - --- Workload: 249471000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 153 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 85 in the X datas point -------------- - --- Configuration: 2002-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7393168712.11001 - --- Energy: 41.1753628489377 - --- Workload: 304417000000.0 + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 80 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 65 in the X datas point -------------- - --- Configuration: 2002-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7245431755.278297 - --- Energy: 42.016301664202444 - --- Workload: 304426000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 232 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 653 in the X datas point -------------- - --- Configuration: 2002-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9205560158.335634 - --- Energy: 47.19609116514537 - --- Workload: 434467000000.0 + --- Configuration: 100111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12648173350.804678 + --- Energy: 65.36175990721286 + --- Workload: 826707000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 55 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 246 in the X datas point -------------- - --- Configuration: 2002-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8950387999.31977 - --- Energy: 47.4541739001796 - --- Workload: 424732000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 198 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 131 in the X datas point -------------- - --- Configuration: 3033-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8513391564.931638 - --- Energy: 58.43142458623579 - --- Workload: 497450000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 237 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 104 in the X datas point -------------- - --- Configuration: 3003-0110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8436326823.301135 - --- Energy: 59.49080386456649 - --- Workload: 501884000000.0 + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 153 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 85 in the X datas point -------------- - --- Configuration: 2002-0010 - --- Energy efficiency: 7393168712.11001 - --- Energy: 41.1753628489377 - --- Workload: 304417000000.0 + --- Configuration: 011111-1-2 + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (41.1753628489377 mAh) it is NOT far from the median. ---- Median :41.1753628489377, the gap is : 10 ---- So No we don't romove this configuration '2002-0100' - --- remove_aberrant_points: The value [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1] ---- Computing the list of the 10 first neighbours of '0000-0001' +--- The energy of the current configuration (64.6497062836685 mAh) it is NOT far from the median. +--- Median :64.6497062836685, the gap is : 10 +--- So No we don't romove this configuration '110111-1-2' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '222222-1-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0000-0001' +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-1-0' --- Neighbour 0 in the list of neghbours, And at position 81 in the X datas point -------------- - --- Configuration: 0000-0001 + --- Configuration: 222222-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 3321398441.599851 - --- Energy: 35.588916806469584 - --- Workload: 118205000000.0 + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 363 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 155 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 167 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 192 in the X datas point -------------- - --- Configuration: 1000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 75 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 199 in the X datas point -------------- - --- Configuration: 0000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 109 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 209 in the X datas point -------------- - --- Configuration: 0010-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6657080470.788732 - --- Energy: 41.37346586900227 - --- Workload: 275426000000.0 + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 151 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 211 in the X datas point -------------- - --- Configuration: 0010-0011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6634071263.19351 - --- Energy: 41.98663362868059 - --- Workload: 278542000000.0 + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 230 in the X datas point -------------- - --- Configuration: 2000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 356 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0000-0001' ---- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-1-0' +--- Neighbour 0 in the list of neghbours, And at position 209 in the X datas point -------------- - --- Configuration: 2000-0000 + --- Configuration: 222220-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 167 in the X datas point -------------- - --- Configuration: 1000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Configuration: 111111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 230 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 211 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 155 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 356 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 75 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 363 in the X datas point -------------- - --- Configuration: 0000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 -------------- --- Neighbour 7 in the list of neghbours, And at position 81 in the X datas point -------------- - --- Configuration: 0000-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3321398441.599851 - --- Energy: 35.588916806469584 - --- Workload: 118205000000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 109 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 199 in the X datas point -------------- - --- Configuration: 0010-0101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6657080470.788732 - --- Energy: 41.37346586900227 - --- Workload: 275426000000.0 + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 151 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 192 in the X datas point -------------- - --- Configuration: 0010-0011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6634071263.19351 - --- Energy: 41.98663362868059 - --- Workload: 278542000000.0 + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 36 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 155 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 222022-1-0 + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (30.059275323795035 mAh) it is NOT far from the median. ---- Median :30.059275323795035, the gap is : 10 ---- So No we don't romove this configuration '0000-0001' - --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '0101-0200' +--- The energy of the current configuration (45.2436589650941 mAh) it is NOT far from the median. +--- Median :45.2436589650941, the gap is : 10 +--- So No we don't romove this configuration '222222-1-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '101111-3-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0101-0200' +--- Ordered by distance, Printing the list of the 10 first neighbours of '101111-3-3' --- Neighbour 0 in the list of neghbours, And at position 82 in the X datas point -------------- - --- Configuration: 0101-0200 + --- Configuration: 101111-3-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 5549420363.04308 - --- Energy: 37.334916995372765 - --- Workload: 207187000000.0 + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 85 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 770 in the X datas point -------------- - --- Configuration: 0001-0200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4385426351.149858 - --- Energy: 36.59285860316189 - --- Workload: 160475000000.0 + --- Configuration: 101111-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5852539416.852973 + --- Energy: 12.941299579331238 + --- Workload: 75739300000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 104 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 9 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4093227346.033253 - --- Energy: 35.39655176899871 - --- Workload: 144886000000.0 + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 141 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 83 in the X datas point -------------- - --- Configuration: 0202-0200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7512075661.626064 - --- Energy: 40.5630522502661 - --- Workload: 304712000000.0 + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 172 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 392 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4197888462.103562 - --- Energy: 35.26956535624208 - --- Workload: 148058000000.0 + --- Configuration: 001111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12266206111.514534 + --- Energy: 87.6643983443653 + --- Workload: 1075310000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 52 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 409 in the X datas point -------------- - --- Configuration: 1101-0202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9914340101.522842 - --- Energy: 65.015157087009 - --- Workload: 644582000000.0 + --- Configuration: 101111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17713662193.376507 + --- Energy: 64.82001619850253 + --- Workload: 1148200000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 57 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 0101-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9185604320.908272 - --- Energy: 48.9191931692468 - --- Workload: 449351000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 103 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 30 in the X datas point -------------- - --- Configuration: 0101-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7878296082.123358 - --- Energy: 42.51302006574951 - --- Workload: 334929000000.0 + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 160 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 47 in the X datas point -------------- - --- Configuration: 0001-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9243340173.405062 - --- Energy: 40.84258552984255 - --- Workload: 377523000000.0 + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 244 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 103 in the X datas point -------------- - --- Configuration: 0101-0222 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10233675752.123999 - --- Energy: 84.26690937159533 - --- Workload: 862360000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0101-0200' ---- Neighbour 0 in the list of neghbours, And at position 172 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '101111-3-3' +--- Neighbour 0 in the list of neghbours, And at position 770 in the X datas point -------------- - --- Configuration: 0100-0200 + --- Configuration: 101111-3-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 4197888462.103562 - --- Energy: 35.26956535624208 - --- Workload: 148058000000.0 + --- Energy efficiency: 5852539416.852973 + --- Energy: 12.941299579331238 + --- Workload: 75739300000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 104 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 409 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4093227346.033253 - --- Energy: 35.39655176899871 - --- Workload: 144886000000.0 + --- Configuration: 101111-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 17713662193.376507 + --- Energy: 64.82001619850253 + --- Workload: 1148200000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 85 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 47 in the X datas point -------------- - --- Configuration: 0001-0200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4385426351.149858 - --- Energy: 36.59285860316189 - --- Workload: 160475000000.0 + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 -------------- --- Neighbour 3 in the list of neghbours, And at position 82 in the X datas point -------------- - --- Configuration: 0101-0200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5549420363.04308 - --- Energy: 37.334916995372765 - --- Workload: 207187000000.0 + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 141 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 9 in the X datas point -------------- - --- Configuration: 0202-0200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7512075661.626064 - --- Energy: 40.5630522502661 - --- Workload: 304712000000.0 + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 160 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 392 in the X datas point -------------- - --- Configuration: 0001-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9243340173.405062 - --- Energy: 40.84258552984255 - --- Workload: 377523000000.0 + --- Configuration: 001111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12266206111.514534 + --- Energy: 87.6643983443653 + --- Workload: 1075310000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 103 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 30 in the X datas point -------------- - --- Configuration: 0101-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7878296082.123358 - --- Energy: 42.51302006574951 - --- Workload: 334929000000.0 + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 57 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 103 in the X datas point -------------- - --- Configuration: 0101-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9185604320.908272 - --- Energy: 48.9191931692468 - --- Workload: 449351000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 52 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 1101-0202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9914340101.522842 - --- Energy: 65.015157087009 - --- Workload: 644582000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 244 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 83 in the X datas point -------------- - --- Configuration: 0101-0222 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10233675752.123999 - --- Energy: 84.26690937159533 - --- Workload: 862360000000.0 + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 141 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 9 in the X datas point -------------- - --- Configuration: 0202-0200 - --- Energy efficiency: 7512075661.626064 - --- Energy: 40.5630522502661 - --- Workload: 304712000000.0 + --- Configuration: 202222-3-3 + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (40.5630522502661 mAh) it is NOT far from the median. ---- Median :40.5630522502661, the gap is : 10 ---- So No we don't romove this configuration '0101-0200' - --- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '3330-2220' +--- The energy of the current configuration (84.49044180099274 mAh) it is NOT far from the median. +--- Median :84.49044180099274, the gap is : 10 +--- So No we don't romove this configuration '101111-3-3' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '111111-3-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3330-2220' +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-3-3' --- Neighbour 0 in the list of neghbours, And at position 83 in the X datas point -------------- - --- Configuration: 3330-2220 + --- Configuration: 111111-3-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 9229945635.620207 - --- Energy: 51.28077619994492 - --- Workload: 473319000000.0 + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 125 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 2220-2220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9479212087.891254 - --- Energy: 49.57175430186782 - --- Workload: 469901000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 59 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 82 in the X datas point -------------- - --- Configuration: 3330-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9820095844.135439 - --- Energy: 58.230522602615636 - --- Workload: 571832000000.0 + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 116 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 103 in the X datas point -------------- - --- Configuration: 3330-2202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10286076355.602003 - --- Energy: 84.88778487940925 - --- Workload: 873162000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 123 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 139 in the X datas point -------------- - --- Configuration: 2220-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9571301409.852697 - --- Energy: 49.20594289132612 - --- Workload: 470964000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 234 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 147 in the X datas point -------------- - --- Configuration: 3330-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7804268935.107504 - --- Energy: 38.575829271360156 - --- Workload: 301057000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 164 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 263 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 110111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5358769626.493757 + --- Energy: 14.0838858431668 + --- Workload: 75472200000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 23 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 342 in the X datas point -------------- - --- Configuration: 3333-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9963434196.49885 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 461 in the X datas point -------------- - --- Configuration: 3330-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5822958761.806049 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Configuration: 011111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12672600823.212149 + --- Energy: 85.29350021391399 + --- Workload: 1080890000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3330-2220' ---- Neighbour 0 in the list of neghbours, And at position 28 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-3-3' +--- Neighbour 0 in the list of neghbours, And at position 263 in the X datas point -------------- - --- Configuration: 3330-3000 + --- Configuration: 110111-3-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 5822958761.806049 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Energy efficiency: 5358769626.493757 + --- Energy: 14.0838858431668 + --- Workload: 75472200000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 234 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 164 in the X datas point -------------- - --- Configuration: 3330-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7804268935.107504 - --- Energy: 38.575829271360156 - --- Workload: 301057000000.0 + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 123 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 139 in the X datas point -------------- - --- Configuration: 2220-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9571301409.852697 - --- Energy: 49.20594289132612 - --- Workload: 470964000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 82 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 125 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 147 in the X datas point -------------- - --- Configuration: 2220-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9479212087.891254 - --- Energy: 49.57175430186782 - --- Workload: 469901000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 83 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 461 in the X datas point -------------- - --- Configuration: 3330-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9229945635.620207 - --- Energy: 51.28077619994492 - --- Workload: 473319000000.0 + --- Configuration: 011111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12672600823.212149 + --- Energy: 85.29350021391399 + --- Workload: 1080890000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 103 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 59 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 3330-1111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9820095844.135439 - --- Energy: 58.230522602615636 - --- Workload: 571832000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 23 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 342 in the X datas point -------------- - --- Configuration: 3333-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9963434196.49885 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 116 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 83 in the X datas point -------------- - --- Configuration: 3330-2202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10286076355.602003 - --- Energy: 84.88778487940925 - --- Workload: 873162000000.0 + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 125 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 147 in the X datas point -------------- - --- Configuration: 2220-2220 - --- Energy efficiency: 9479212087.891254 - --- Energy: 49.57175430186782 - --- Workload: 469901000000.0 + --- Configuration: 111111-2-3 + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (49.57175430186782 mAh) it is NOT far from the median. ---- Median :49.57175430186782, the gap is : 10 ---- So No we don't romove this configuration '3330-2220' - --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '2002-2000' +--- The energy of the current configuration (100.207122447555 mAh) is far from the median. +--- Median :84.3646166621502, the gap is : 10 +--- So yes we remove this configuration '111111-3-3' +--- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '003333-3-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2002-2000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '003333-3-1' --- Neighbour 0 in the list of neghbours, And at position 84 in the X datas point -------------- - --- Configuration: 2002-2000 + --- Configuration: 003333-3-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 7263008047.412917 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 47 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 72 in the X datas point -------------- - --- Configuration: 1001-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 69 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 203 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 11 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 68 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 73 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 116 in the X datas point -------------- - --- Configuration: 2000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6539495281.754154 - --- Energy: 42.61363347008094 - --- Workload: 278672000000.0 + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 90 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 173 in the X datas point -------------- - --- Configuration: 2002-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8795770993.306417 - --- Energy: 48.71596839606954 - --- Workload: 428493000000.0 + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 105 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 322 in the X datas point -------------- - --- Configuration: 1101-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6788174999.151478 - --- Energy: 36.70897651674008 - --- Workload: 249187000000.0 + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 114 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 389 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3742206854.226074 - --- Energy: 34.88131927324178 - --- Workload: 130533000000.0 + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 126 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 467 in the X datas point -------------- - --- Configuration: 0002-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5449442794.474265 - --- Energy: 38.132247384977575 - --- Workload: 207799000000.0 + --- Configuration: 003300-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2002-2000' ---- Neighbour 0 in the list of neghbours, And at position 114 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '003333-3-1' +--- Neighbour 0 in the list of neghbours, And at position 467 in the X datas point -------------- - --- Configuration: 3000-2000 + --- Configuration: 003300-3-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 3742206854.226074 - --- Energy: 34.88131927324178 - --- Workload: 130533000000.0 + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 69 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 68 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 105 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 11 in the X datas point -------------- - --- Configuration: 1101-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6788174999.151478 - --- Energy: 36.70897651674008 - --- Workload: 249187000000.0 + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 72 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 173 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 126 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 84 in the X datas point -------------- - --- Configuration: 0002-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5449442794.474265 - --- Energy: 38.132247384977575 - --- Workload: 207799000000.0 + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 47 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 203 in the X datas point -------------- - --- Configuration: 1001-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 84 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 322 in the X datas point -------------- - --- Configuration: 2002-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7263008047.412917 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 73 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 116 in the X datas point -------------- - --- Configuration: 2000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6539495281.754154 - --- Energy: 42.61363347008094 - --- Workload: 278672000000.0 + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 90 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 389 in the X datas point -------------- - --- Configuration: 2002-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8795770993.306417 - --- Energy: 48.71596839606954 - --- Workload: 428493000000.0 + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 45 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 173 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 002202-3-1 + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (36.96583597689362 mAh) it is NOT far from the median. ---- Median :36.96583597689362, the gap is : 10 ---- So No we don't romove this configuration '2002-2000' - --- remove_aberrant_points: The value [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '0001-0200' +--- The energy of the current configuration (76.0798450282377 mAh) it is NOT far from the median. +--- Median :76.0798450282377, the gap is : 10 +--- So No we don't romove this configuration '003333-3-1' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '011111-1-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0001-0200' +--- Ordered by distance, Printing the list of the 10 first neighbours of '011111-1-2' --- Neighbour 0 in the list of neghbours, And at position 85 in the X datas point -------------- - --- Configuration: 0001-0200 + --- Configuration: 011111-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 4385426351.149858 - --- Energy: 36.59285860316189 - --- Workload: 160475000000.0 + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 82 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 65 in the X datas point -------------- - --- Configuration: 0101-0200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5549420363.04308 - --- Energy: 37.334916995372765 - --- Workload: 207187000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 160 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 131 in the X datas point -------------- - --- Configuration: 0001-0220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9243340173.405062 - --- Energy: 40.84258552984255 - --- Workload: 377523000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 58 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 362 in the X datas point -------------- - --- Configuration: 0001-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4533975344.242078 - --- Energy: 35.4792605525655 - --- Workload: 160862000000.0 + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 62 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 453 in the X datas point -------------- - --- Configuration: 0001-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6336774201.724871 - --- Energy: 45.652440385434886 - --- Workload: 289290000000.0 + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14702487807.961985 + --- Energy: 79.9871211726851 + --- Workload: 1176010000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 528 in the X datas point -------------- - --- Configuration: 0000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15108433225.257673 + --- Energy: 77.62624080393333 + --- Workload: 1172810000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 99 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 611 in the X datas point -------------- - --- Configuration: 0011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7849108733.703288 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Configuration: 010111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13285064266.49839 + --- Energy: 63.33291473508287 + --- Workload: 841382000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 104 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 5 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4093227346.033253 - --- Energy: 35.39655176899871 - --- Workload: 144886000000.0 + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 141 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 80 in the X datas point -------------- - --- Configuration: 0202-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7512075661.626064 - --- Energy: 40.5630522502661 - --- Workload: 304712000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 172 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 104 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4197888462.103562 - --- Energy: 35.26956535624208 - --- Workload: 148058000000.0 + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0001-0200' ---- Neighbour 0 in the list of neghbours, And at position 172 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '011111-1-2' +--- Neighbour 0 in the list of neghbours, And at position 611 in the X datas point -------------- - --- Configuration: 0100-0200 + --- Configuration: 010111-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 4197888462.103562 - --- Energy: 35.26956535624208 - --- Workload: 148058000000.0 + --- Energy efficiency: 13285064266.49839 + --- Energy: 63.33291473508287 + --- Workload: 841382000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 104 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 5 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4093227346.033253 - --- Energy: 35.39655176899871 - --- Workload: 144886000000.0 + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 58 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 80 in the X datas point -------------- - --- Configuration: 0001-0020 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4533975344.242078 - --- Energy: 35.4792605525655 - --- Workload: 160862000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 -------------- --- Neighbour 3 in the list of neghbours, And at position 85 in the X datas point -------------- - --- Configuration: 0001-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4385426351.149858 - --- Energy: 36.59285860316189 - --- Workload: 160475000000.0 + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 82 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 65 in the X datas point -------------- - --- Configuration: 0101-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5549420363.04308 - --- Energy: 37.334916995372765 - --- Workload: 207187000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 141 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 131 in the X datas point -------------- - --- Configuration: 0202-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7512075661.626064 - --- Energy: 40.5630522502661 - --- Workload: 304712000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 160 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 104 in the X datas point -------------- - --- Configuration: 0001-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9243340173.405062 - --- Energy: 40.84258552984255 - --- Workload: 377523000000.0 + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 99 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 362 in the X datas point -------------- - --- Configuration: 0011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7849108733.703288 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 528 in the X datas point -------------- - --- Configuration: 0000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15108433225.257673 + --- Energy: 77.62624080393333 + --- Workload: 1172810000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 62 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 453 in the X datas point -------------- - --- Configuration: 0001-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6336774201.724871 - --- Energy: 45.652440385434886 - --- Workload: 289290000000.0 + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14702487807.961985 + --- Energy: 79.9871211726851 + --- Workload: 1176010000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 82 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 65 in the X datas point -------------- - --- Configuration: 0101-0200 - --- Energy efficiency: 5549420363.04308 - --- Energy: 37.334916995372765 - --- Workload: 207187000000.0 + --- Configuration: 111111-1-2 + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (37.334916995372765 mAh) it is NOT far from the median. ---- Median :37.334916995372765, the gap is : 10 ---- So No we don't romove this configuration '0001-0200' - --- remove_aberrant_points: The value [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0] ---- Computing the list of the 10 first neighbours of '0220-0020' +--- The energy of the current configuration (65.20383205963783 mAh) it is NOT far from the median. +--- Median :65.20383205963783, the gap is : 10 +--- So No we don't romove this configuration '011111-1-2' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '202022-1-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0220-0020' +--- Ordered by distance, Printing the list of the 10 first neighbours of '202022-1-2' --- Neighbour 0 in the list of neghbours, And at position 86 in the X datas point -------------- - --- Configuration: 0220-0020 + --- Configuration: 202022-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 5040602049.508794 - --- Energy: 36.67117347490831 - --- Workload: 184845000000.0 + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 88 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 255 in the X datas point -------------- - --- Configuration: 0110-0020 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5821399464.43125 - --- Energy: 36.31061849927073 - --- Workload: 211379000000.0 + --- Configuration: 101011-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12918694901.766243 + --- Energy: 64.7867353921133 + --- Workload: 836960000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 649 in the X datas point -------------- - --- Configuration: 0020-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Configuration: 202222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14443499197.66362 + --- Energy: 75.01155662770421 + --- Workload: 1083430000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 110 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 91 in the X datas point -------------- - --- Configuration: 0110-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5194211570.625695 - --- Energy: 35.648662348871625 - --- Workload: 185167000000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 155 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 129 in the X datas point -------------- - --- Configuration: 0200-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3751444306.0578322 - --- Energy: 34.495214714826176 - --- Workload: 129407000000.0 + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 163 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 159 in the X datas point -------------- - --- Configuration: 0220-2022 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10070047248.66169 - --- Energy: 83.48428558869355 - --- Workload: 840691000000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 210 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 181 in the X datas point -------------- - --- Configuration: 0220-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5281811027.365063 - --- Energy: 35.274079340197716 - --- Workload: 186311000000.0 + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 269 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 274 in the X datas point -------------- - --- Configuration: 0022-0030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7249844128.351241 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 39 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 406 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3029054692.61153 - --- Energy: 30.508250558695604 - --- Workload: 92411200000.0 + --- Configuration: 202222-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10660117090.726126 + --- Energy: 17.65816139009 + --- Workload: 188238000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0220-0020' ---- Neighbour 0 in the list of neghbours, And at position 39 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '202022-1-2' +--- Neighbour 0 in the list of neghbours, And at position 406 in the X datas point -------------- - --- Configuration: 2220-0000 + --- Configuration: 202222-1-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 3029054692.61153 - --- Energy: 30.508250558695604 - --- Workload: 92411200000.0 + --- Energy efficiency: 10660117090.726126 + --- Energy: 17.65816139009 + --- Workload: 188238000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 155 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 274 in the X datas point -------------- - --- Configuration: 0200-0010 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3751444306.0578322 - --- Energy: 34.495214714826176 - --- Workload: 129407000000.0 + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 210 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 269 in the X datas point -------------- - --- Configuration: 0220-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5281811027.365063 - --- Energy: 35.274079340197716 - --- Workload: 186311000000.0 + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 110 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 255 in the X datas point -------------- - --- Configuration: 0110-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5194211570.625695 - --- Energy: 35.648662348871625 - --- Workload: 185167000000.0 + --- Configuration: 101011-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12918694901.766243 + --- Energy: 64.7867353921133 + --- Workload: 836960000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 88 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 91 in the X datas point -------------- - --- Configuration: 0110-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5821399464.43125 - --- Energy: 36.31061849927073 - --- Workload: 211379000000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 86 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 159 in the X datas point -------------- - --- Configuration: 0220-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5040602049.508794 - --- Energy: 36.67117347490831 - --- Workload: 184845000000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 86 in the X datas point -------------- - --- Configuration: 0020-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Configuration: 202022-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 649 in the X datas point -------------- - --- Configuration: 0022-0030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7249844128.351241 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Configuration: 202222-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14443499197.66362 + --- Energy: 75.01155662770421 + --- Workload: 1083430000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 181 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 163 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 129 in the X datas point -------------- - --- Configuration: 0220-2022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10070047248.66169 - --- Energy: 83.48428558869355 - --- Workload: 840691000000.0 + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 88 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 91 in the X datas point -------------- - --- Configuration: 0110-0020 - --- Energy efficiency: 5821399464.43125 - --- Energy: 36.31061849927073 - --- Workload: 211379000000.0 + --- Configuration: 202222-0-2 + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (36.31061849927073 mAh) it is NOT far from the median. ---- Median :36.31061849927073, the gap is : 10 ---- So No we don't romove this configuration '0220-0020' - --- remove_aberrant_points: The value [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '0303-1000' +--- The energy of the current configuration (65.8277383833758 mAh) it is NOT far from the median. +--- Median :65.8277383833758, the gap is : 10 +--- So No we don't romove this configuration '202022-1-2' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '330030-2-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0303-1000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '330030-2-2' --- Neighbour 0 in the list of neghbours, And at position 87 in the X datas point -------------- - --- Configuration: 0303-1000 + --- Configuration: 330030-2-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 6928278461.367919 - --- Energy: 53.6166443408558 - --- Workload: 371471000000.0 + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 231 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 238 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 7144898542.440698 - --- Energy: 51.89988274563883 - --- Workload: 370819000000.0 + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 469 in the X datas point -------------- - --- Configuration: 0303-1010 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8236960890.90969 - --- Energy: 61.00540758755291 - --- Workload: 502499000000.0 + --- Configuration: 330030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 32 in the X datas point -------------- - --- Configuration: 0303-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 211 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 42 in the X datas point -------------- - --- Configuration: 0303-1001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8479966080.135679 - --- Energy: 59.193870361299275 - --- Workload: 501963000000.0 + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 67 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 14 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 223 in the X datas point -------------- - --- Configuration: 3303-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9340120487.55429 - --- Energy: 67.3857084084629 - --- Workload: 629393000000.0 + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 242 in the X datas point -------------- - --- Configuration: 0003-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6806147312.252427 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 258 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 92 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 375 in the X datas point -------------- - --- Configuration: 0202-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8895689149.038376 - --- Energy: 48.8428586507307 - --- Workload: 434491000000.0 + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0303-1000' ---- Neighbour 0 in the list of neghbours, And at position 40 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '330030-2-2' +--- Neighbour 0 in the list of neghbours, And at position 42 in the X datas point -------------- - --- Configuration: 3300-1000 + --- Configuration: 220020-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 238 in the X datas point -------------- - --- Configuration: 0303-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 92 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 87 in the X datas point -------------- - --- Configuration: 0202-1001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8895689149.038376 - --- Energy: 48.8428586507307 - --- Workload: 434491000000.0 + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 231 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 258 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7144898542.440698 - --- Energy: 51.89988274563883 - --- Workload: 370819000000.0 + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 67 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 87 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 469 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6928278461.367919 - --- Energy: 53.6166443408558 - --- Workload: 371471000000.0 + --- Configuration: 330030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 242 in the X datas point -------------- - --- Configuration: 0003-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6806147312.252427 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 211 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 223 in the X datas point -------------- - --- Configuration: 0303-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8479966080.135679 - --- Energy: 59.193870361299275 - --- Workload: 501963000000.0 + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 32 in the X datas point -------------- - --- Configuration: 0303-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8236960890.90969 - --- Energy: 61.00540758755291 - --- Workload: 502499000000.0 + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 14 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 375 in the X datas point -------------- - --- Configuration: 3303-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9340120487.55429 - --- Energy: 67.3857084084629 - --- Workload: 629393000000.0 + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 2 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 67 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 330330-2-3 + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (53.38267358149647 mAh) it is NOT far from the median. ---- Median :53.38267358149647, the gap is : 10 ---- So No we don't romove this configuration '0303-1000' - --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0] ---- Computing the list of the 10 first neighbours of '0110-0020' +--- The energy of the current configuration (78.20736118066493 mAh) it is NOT far from the median. +--- Median :78.20736118066493, the gap is : 10 +--- So No we don't romove this configuration '330030-2-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '333330-3-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0110-0020' +--- Ordered by distance, Printing the list of the 10 first neighbours of '333330-3-0' --- Neighbour 0 in the list of neghbours, And at position 88 in the X datas point -------------- - --- Configuration: 0110-0020 + --- Configuration: 333330-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 5821399464.43125 - --- Energy: 36.31061849927073 - --- Workload: 211379000000.0 + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 86 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 15 in the X datas point -------------- - --- Configuration: 0220-0020 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5040602049.508794 - --- Energy: 36.67117347490831 - --- Workload: 184845000000.0 + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 110 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 25 in the X datas point -------------- - --- Configuration: 0110-0010 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5194211570.625695 - --- Energy: 35.648662348871625 - --- Workload: 185167000000.0 + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 67 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 171 in the X datas point -------------- - --- Configuration: 0110-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6145261695.969323 - --- Energy: 51.31617435224532 - --- Workload: 315351000000.0 + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 161 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 309 in the X datas point -------------- - --- Configuration: 1100-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5236287472.182222 - --- Energy: 35.478097414979636 - --- Workload: 185774000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 319 in the X datas point -------------- - --- Configuration: 0020-0010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 38 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 476 in the X datas point -------------- - --- Configuration: 1110-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 2905397356.669485 - --- Energy: 30.668041259477853 - --- Workload: 89102900000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15954255957.319174 + --- Energy: 64.94187940590403 + --- Workload: 1036100000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 601 in the X datas point -------------- - --- Configuration: 0111-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3139835723.7949314 - --- Energy: 40.0701934667281 - --- Workload: 125814000000.0 + --- Configuration: 333330-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13692590391.635471 + --- Energy: 45.36592371702859 + --- Workload: 621177000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 58 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 607 in the X datas point -------------- - --- Configuration: 0001-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4533975344.242078 - --- Energy: 35.4792605525655 - --- Workload: 160862000000.0 + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12845347158.352303 + --- Energy: 50.56673738427292 + --- Workload: 649547000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 619 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11927480916.030533 + --- Energy: 57.869084231929165 + --- Workload: 690232000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0110-0020' ---- Neighbour 0 in the list of neghbours, And at position 38 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333330-3-0' +--- Neighbour 0 in the list of neghbours, And at position 601 in the X datas point -------------- - --- Configuration: 1110-0000 + --- Configuration: 333330-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 2905397356.669485 - --- Energy: 30.668041259477853 - --- Workload: 89102900000.0 + --- Energy efficiency: 13692590391.635471 + --- Energy: 45.36592371702859 + --- Workload: 621177000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 161 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 607 in the X datas point -------------- - --- Configuration: 1100-0020 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5236287472.182222 - --- Energy: 35.478097414979636 - --- Workload: 185774000000.0 + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12845347158.352303 + --- Energy: 50.56673738427292 + --- Workload: 649547000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 58 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 25 in the X datas point -------------- - --- Configuration: 0001-0020 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4533975344.242078 - --- Energy: 35.4792605525655 - --- Workload: 160862000000.0 + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 110 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 171 in the X datas point -------------- - --- Configuration: 0110-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5194211570.625695 - --- Energy: 35.648662348871625 - --- Workload: 185167000000.0 + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 88 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 15 in the X datas point -------------- - --- Configuration: 0110-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5821399464.43125 - --- Energy: 36.31061849927073 - --- Workload: 211379000000.0 + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 86 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 619 in the X datas point -------------- - --- Configuration: 0220-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5040602049.508794 - --- Energy: 36.67117347490831 - --- Workload: 184845000000.0 + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11927480916.030533 + --- Energy: 57.869084231929165 + --- Workload: 690232000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 88 in the X datas point -------------- - --- Configuration: 0020-0010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 476 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15954255957.319174 + --- Energy: 64.94187940590403 + --- Workload: 1036100000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 319 in the X datas point -------------- - --- Configuration: 0111-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3139835723.7949314 - --- Energy: 40.0701934667281 - --- Workload: 125814000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 67 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 309 in the X datas point -------------- - --- Configuration: 0110-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6145261695.969323 - --- Energy: 51.31617435224532 - --- Workload: 315351000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 88 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 15 in the X datas point -------------- - --- Configuration: 0110-0020 - --- Energy efficiency: 5821399464.43125 - --- Energy: 36.31061849927073 - --- Workload: 211379000000.0 + --- Configuration: 303330-3-0 + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (36.31061849927073 mAh) it is NOT far from the median. ---- Median :36.31061849927073, the gap is : 10 ---- So No we don't romove this configuration '0110-0020' - --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '0030-2000' +--- The energy of the current configuration (52.15820338037457 mAh) it is NOT far from the median. +--- Median :52.15820338037457, the gap is : 10 +--- So No we don't romove this configuration '333330-3-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '111110-1-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0030-2000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '111110-1-0' --- Neighbour 0 in the list of neghbours, And at position 89 in the X datas point -------------- - --- Configuration: 0030-2000 + --- Configuration: 111110-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 4809102669.532892 - --- Energy: 35.93660318178646 - --- Workload: 172823000000.0 + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 112 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 141 in the X datas point -------------- - --- Configuration: 0020-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4244013818.5089927 - --- Energy: 35.41951635507749 - --- Workload: 150321000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 186 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 417 in the X datas point -------------- - --- Configuration: 0030-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6743861400.160503 - --- Energy: 41.3450979000584 - --- Workload: 278825000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 215 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 3 in the X datas point -------------- - --- Configuration: 3030-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5441732647.675019 - --- Energy: 35.287807273153724 - --- Workload: 192027000000.0 + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 1 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 167 in the X datas point -------------- - --- Configuration: 0033-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 172 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 209 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 325 in the X datas point -------------- - --- Configuration: 3030-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4306298392.02818 - --- Energy: 43.625602385234735 - --- Workload: 187865000000.0 + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 102 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 347 in the X datas point -------------- - --- Configuration: 0033-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8336042547.16116 - --- Energy: 59.96771726749321 - --- Workload: 499893000000.0 + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 114 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 427 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3742206854.226074 - --- Energy: 34.88131927324178 - --- Workload: 130533000000.0 + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0030-2000' ---- Neighbour 0 in the list of neghbours, And at position 5 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111110-1-0' +--- Neighbour 0 in the list of neghbours, And at position 3 in the X datas point -------------- - --- Configuration: 0030-0000 + --- Configuration: 101110-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 114 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 172 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3742206854.226074 - --- Energy: 34.88131927324178 - --- Workload: 130533000000.0 + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 215 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 209 in the X datas point -------------- - --- Configuration: 3030-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5441732647.675019 - --- Energy: 35.287807273153724 - --- Workload: 192027000000.0 + --- Configuration: 222220-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 112 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 89 in the X datas point -------------- - --- Configuration: 0020-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4244013818.5089927 - --- Energy: 35.41951635507749 - --- Workload: 150321000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 89 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 427 in the X datas point -------------- - --- Configuration: 0030-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4809102669.532892 - --- Energy: 35.93660318178646 - --- Workload: 172823000000.0 + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 141 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 186 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 417 in the X datas point -------------- - --- Configuration: 0030-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6743861400.160503 - --- Energy: 41.3450979000584 - --- Workload: 278825000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 167 in the X datas point -------------- - --- Configuration: 3030-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4306298392.02818 - --- Energy: 43.625602385234735 - --- Workload: 187865000000.0 + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 1 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 325 in the X datas point -------------- - --- Configuration: 0033-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 102 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 347 in the X datas point -------------- - --- Configuration: 0033-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8336042547.16116 - --- Energy: 59.96771726749321 - --- Workload: 499893000000.0 + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 89 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 427 in the X datas point -------------- - --- Configuration: 0030-2000 - --- Energy efficiency: 4809102669.532892 - --- Energy: 35.93660318178646 - --- Workload: 172823000000.0 + --- Configuration: 101110-1-0 + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (35.93660318178646 mAh) it is NOT far from the median. ---- Median :35.93660318178646, the gap is : 10 ---- So No we don't romove this configuration '0030-2000' - --- remove_aberrant_points: The value [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1] ---- Computing the list of the 10 first neighbours of '2002-1001' +--- The energy of the current configuration (33.06575864579996 mAh) it is NOT far from the median. +--- Median :33.06575864579996, the gap is : 10 +--- So No we don't romove this configuration '111110-1-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '110111-0-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2002-1001' +--- Ordered by distance, Printing the list of the 10 first neighbours of '110111-0-0' --- Neighbour 0 in the list of neghbours, And at position 90 in the X datas point -------------- - --- Configuration: 2002-1001 + --- Configuration: 110111-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 8795770993.306417 - --- Energy: 48.71596839606954 - --- Workload: 428493000000.0 + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 135 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 675 in the X datas point -------------- - --- Configuration: 2022-1001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10534122128.398308 - --- Energy: 50.34000387088341 - --- Workload: 530288000000.0 + --- Configuration: 110111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7533921481.470321 + --- Energy: 27.536240775049926 + --- Workload: 207456000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 166 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 2 in the X datas point -------------- - --- Configuration: 2000-1001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6591219177.81132 - --- Energy: 41.03159908655608 - --- Workload: 270449000000.0 + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 60 in the X datas point -------------- - --- Configuration: 0003-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6806147312.252427 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 55 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 70 in the X datas point -------------- - --- Configuration: 2002-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8950387999.31977 - --- Energy: 47.4541739001796 - --- Workload: 424732000000.0 + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 84 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 681 in the X datas point -------------- - --- Configuration: 2002-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7263008047.412917 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 + --- Configuration: 010111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6257234927.885367 + --- Energy: 26.08548752567013 + --- Workload: 163223000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 92 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 767 in the X datas point -------------- - --- Configuration: 0202-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8895689149.038376 - --- Energy: 48.8428586507307 - --- Workload: 434491000000.0 + --- Configuration: 010111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5911528070.891045 + --- Energy: 12.756494833976223 + --- Workload: 75410500000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 93 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 4 in the X datas point -------------- - --- Configuration: 3003-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9428892010.8998 - --- Energy: 67.46193459835338 - --- Workload: 636090000000.0 + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 128 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 33 in the X datas point -------------- - --- Configuration: 1001-2002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9165566798.65083 - --- Energy: 65.10994999301121 - --- Workload: 596772000000.0 + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 213 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 54 in the X datas point -------------- - --- Configuration: 0002-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4730794158.415373 - --- Energy: 37.456019446944595 - --- Workload: 177197000000.0 + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2002-1001' ---- Neighbour 0 in the list of neghbours, And at position 213 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '110111-0-0' +--- Neighbour 0 in the list of neghbours, And at position 767 in the X datas point -------------- - --- Configuration: 0002-1000 + --- Configuration: 010111-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 4730794158.415373 - --- Energy: 37.456019446944595 - --- Workload: 177197000000.0 + --- Energy efficiency: 5911528070.891045 + --- Energy: 12.756494833976223 + --- Workload: 75410500000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 166 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 681 in the X datas point -------------- - --- Configuration: 2000-1001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6591219177.81132 - --- Energy: 41.03159908655608 - --- Workload: 270449000000.0 + --- Configuration: 010111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6257234927.885367 + --- Energy: 26.08548752567013 + --- Workload: 163223000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 84 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 60 in the X datas point -------------- - --- Configuration: 2002-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7263008047.412917 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 55 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 90 in the X datas point -------------- - --- Configuration: 2002-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8950387999.31977 - --- Energy: 47.4541739001796 - --- Workload: 424732000000.0 + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 90 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 4 in the X datas point -------------- - --- Configuration: 2002-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8795770993.306417 - --- Energy: 48.71596839606954 - --- Workload: 428493000000.0 + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 92 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 70 in the X datas point -------------- - --- Configuration: 0202-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8895689149.038376 - --- Energy: 48.8428586507307 - --- Workload: 434491000000.0 + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 135 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 675 in the X datas point -------------- - --- Configuration: 2022-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10534122128.398308 - --- Energy: 50.34000387088341 - --- Workload: 530288000000.0 + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7533921481.470321 + --- Energy: 27.536240775049926 + --- Workload: 207456000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 54 in the X datas point -------------- - --- Configuration: 0003-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6806147312.252427 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 128 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 2 in the X datas point -------------- - --- Configuration: 1001-2002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9165566798.65083 - --- Energy: 65.10994999301121 - --- Workload: 596772000000.0 + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 93 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 33 in the X datas point -------------- - --- Configuration: 3003-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9428892010.8998 - --- Energy: 67.46193459835338 - --- Workload: 636090000000.0 + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 90 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 4 in the X datas point -------------- - --- Configuration: 2002-1001 - --- Energy efficiency: 8795770993.306417 - --- Energy: 48.71596839606954 - --- Workload: 428493000000.0 + --- Configuration: 111101-0-0 + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (48.71596839606954 mAh) it is NOT far from the median. ---- Median :48.71596839606954, the gap is : 10 ---- So No we don't romove this configuration '2002-1001' - --- remove_aberrant_points: The value [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0] ---- Computing the list of the 10 first neighbours of '0101-2020' +--- The energy of the current configuration (26.767238609212782 mAh) it is NOT far from the median. +--- Median :26.767238609212782, the gap is : 10 +--- So No we don't romove this configuration '110111-0-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '202222-0-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0101-2020' +--- Ordered by distance, Printing the list of the 10 first neighbours of '202222-0-2' --- Neighbour 0 in the list of neghbours, And at position 91 in the X datas point -------------- - --- Configuration: 0101-2020 + --- Configuration: 202222-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 8367150566.874451 - --- Energy: 43.37670883350873 - --- Workload: 362938000000.0 + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 57 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 159 in the X datas point -------------- - --- Configuration: 0101-2220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9185604320.908272 - --- Energy: 48.9191931692468 - --- Workload: 449351000000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 58 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 16 in the X datas point -------------- - --- Configuration: 0001-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4533975344.242078 - --- Energy: 35.4792605525655 - --- Workload: 160862000000.0 + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 105 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 169 in the X datas point -------------- - --- Configuration: 1101-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6788174999.151478 - --- Energy: 36.70897651674008 - --- Workload: 249187000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 133 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 175 in the X datas point -------------- - --- Configuration: 0111-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6681499595.769274 - --- Energy: 37.38840673928198 - --- Workload: 249811000000.0 + --- Configuration: 202220-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12108149995.762148 + --- Energy: 54.4639625494408 + --- Workload: 659458000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 47 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 369 in the X datas point -------------- - --- Configuration: 1001-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 50 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 649 in the X datas point -------------- - --- Configuration: 0001-2002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8407741848.694279 - --- Energy: 65.1809584910712 - --- Workload: 548023000000.0 + --- Configuration: 202222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14443499197.66362 + --- Energy: 75.01155662770421 + --- Workload: 1083430000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 61 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 66 in the X datas point -------------- - --- Configuration: 0000-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5325891287.907031 - --- Energy: 45.45847467114993 - --- Workload: 242107000000.0 + --- Configuration: 101101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 63 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 86 in the X datas point -------------- - --- Configuration: 0002-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4969363871.73078 - --- Energy: 42.2836539731841 - --- Workload: 210123000000.0 + --- Configuration: 202022-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 76 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 95 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3331046015.069652 - --- Energy: 35.40657570372512 - --- Workload: 117941000000.0 + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0101-2020' ---- Neighbour 0 in the list of neghbours, And at position 76 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '202222-0-2' +--- Neighbour 0 in the list of neghbours, And at position 175 in the X datas point -------------- - --- Configuration: 0000-2000 + --- Configuration: 202220-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 3331046015.069652 - --- Energy: 35.40657570372512 - --- Workload: 117941000000.0 + --- Energy efficiency: 12108149995.762148 + --- Energy: 54.4639625494408 + --- Workload: 659458000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 58 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 66 in the X datas point -------------- - --- Configuration: 0001-0020 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4533975344.242078 - --- Energy: 35.4792605525655 - --- Workload: 160862000000.0 + --- Configuration: 101101-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 105 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 91 in the X datas point -------------- - --- Configuration: 1101-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6788174999.151478 - --- Energy: 36.70897651674008 - --- Workload: 249187000000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 133 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 159 in the X datas point -------------- - --- Configuration: 0111-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6681499595.769274 - --- Energy: 37.38840673928198 - --- Workload: 249811000000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 47 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 369 in the X datas point -------------- - --- Configuration: 1001-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 63 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 169 in the X datas point -------------- - --- Configuration: 0002-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4969363871.73078 - --- Energy: 42.2836539731841 - --- Workload: 210123000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 91 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 86 in the X datas point -------------- - --- Configuration: 0101-2020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8367150566.874451 - --- Energy: 43.37670883350873 - --- Workload: 362938000000.0 + --- Configuration: 202022-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 61 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 649 in the X datas point -------------- - --- Configuration: 0000-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5325891287.907031 - --- Energy: 45.45847467114993 - --- Workload: 242107000000.0 + --- Configuration: 202222-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14443499197.66362 + --- Energy: 75.01155662770421 + --- Workload: 1083430000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 57 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 16 in the X datas point -------------- - --- Configuration: 0101-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9185604320.908272 - --- Energy: 48.9191931692468 - --- Workload: 449351000000.0 + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 50 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 95 in the X datas point -------------- - --- Configuration: 0001-2002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8407741848.694279 - --- Energy: 65.1809584910712 - --- Workload: 548023000000.0 + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 47 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 369 in the X datas point -------------- - --- Configuration: 1001-2000 - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Configuration: 222222-0-2 + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (39.7073615035878 mAh) it is NOT far from the median. ---- Median :39.7073615035878, the gap is : 10 ---- So No we don't romove this configuration '0101-2020' - --- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1] ---- Computing the list of the 10 first neighbours of '0202-1001' +--- The energy of the current configuration (71.7851022973991 mAh) it is NOT far from the median. +--- Median :71.7851022973991, the gap is : 10 +--- So No we don't romove this configuration '202222-0-2' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '333333-1-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0202-1001' +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-1-1' --- Neighbour 0 in the list of neghbours, And at position 92 in the X datas point -------------- - --- Configuration: 0202-1001 + --- Configuration: 333333-1-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 8895689149.038376 - --- Energy: 48.8428586507307 - --- Workload: 434491000000.0 + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 187 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 495 in the X datas point -------------- - --- Configuration: 0202-0001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7543867590.03606 - --- Energy: 40.37867051197721 - --- Workload: 304611000000.0 + --- Configuration: 333333-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16695549968.1115 + --- Energy: 63.73792434520371 + --- Workload: 1064140000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 211 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 0303-1001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8479966080.135679 - --- Energy: 59.193870361299275 - --- Workload: 501963000000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 62 in the X datas point -------------- - --- Configuration: 0003-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6806147312.252427 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 87 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 180 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6928278461.367919 - --- Energy: 53.6166443408558 - --- Workload: 371471000000.0 + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 90 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 192 in the X datas point -------------- - --- Configuration: 2002-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8795770993.306417 - --- Energy: 48.71596839606954 - --- Workload: 428493000000.0 + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 94 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 194 in the X datas point -------------- - --- Configuration: 0220-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7282684688.88371 - --- Energy: 43.18443043197562 - --- Workload: 314499000000.0 + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 176 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 199 in the X datas point -------------- - --- Configuration: 0222-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9969791531.659073 - --- Energy: 42.75164023390624 - --- Workload: 426227000000.0 + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 213 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 370 in the X datas point -------------- - --- Configuration: 0002-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4730794158.415373 - --- Energy: 37.456019446944595 - --- Workload: 177197000000.0 + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 231 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 29 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7144898542.440698 - --- Energy: 51.89988274563883 - --- Workload: 370819000000.0 + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0202-1001' ---- Neighbour 0 in the list of neghbours, And at position 213 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-1-1' +--- Neighbour 0 in the list of neghbours, And at position 199 in the X datas point -------------- - --- Configuration: 0002-1000 + --- Configuration: 222222-1-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 4730794158.415373 - --- Energy: 37.456019446944595 - --- Workload: 177197000000.0 + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 187 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 180 in the X datas point -------------- - --- Configuration: 0202-0001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7543867590.03606 - --- Energy: 40.37867051197721 - --- Workload: 304611000000.0 + --- Configuration: 333333-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 176 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 495 in the X datas point -------------- - --- Configuration: 0222-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9969791531.659073 - --- Energy: 42.75164023390624 - --- Workload: 426227000000.0 + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16695549968.1115 + --- Energy: 63.73792434520371 + --- Workload: 1064140000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 94 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 370 in the X datas point -------------- - --- Configuration: 0220-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7282684688.88371 - --- Energy: 43.18443043197562 - --- Workload: 314499000000.0 + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 90 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 192 in the X datas point -------------- - --- Configuration: 2002-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8795770993.306417 - --- Energy: 48.71596839606954 - --- Workload: 428493000000.0 + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 92 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 194 in the X datas point -------------- - --- Configuration: 0202-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8895689149.038376 - --- Energy: 48.8428586507307 - --- Workload: 434491000000.0 + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 231 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 62 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7144898542.440698 - --- Energy: 51.89988274563883 - --- Workload: 370819000000.0 + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 87 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 92 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6928278461.367919 - --- Energy: 53.6166443408558 - --- Workload: 371471000000.0 + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 29 in the X datas point -------------- - --- Configuration: 0003-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6806147312.252427 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 211 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 0303-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8479966080.135679 - --- Energy: 59.193870361299275 - --- Workload: 501963000000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 90 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 192 in the X datas point -------------- - --- Configuration: 2002-1001 - --- Energy efficiency: 8795770993.306417 - --- Energy: 48.71596839606954 - --- Workload: 428493000000.0 + --- Configuration: 333333-1-0 + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (48.71596839606954 mAh) it is NOT far from the median. ---- Median :48.71596839606954, the gap is : 10 ---- So No we don't romove this configuration '0202-1001' - --- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 1, 0.0, 1, 1, 0, 1] ---- Computing the list of the 10 first neighbours of '3003-1101' +--- The energy of the current configuration (71.0356581632197 mAh) it is NOT far from the median. +--- Median :71.0356581632197, the gap is : 10 +--- So No we don't romove this configuration '333333-1-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '111010-3-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3003-1101' +--- Ordered by distance, Printing the list of the 10 first neighbours of '111010-3-1' --- Neighbour 0 in the list of neghbours, And at position 93 in the X datas point -------------- - --- Configuration: 3003-1101 + --- Configuration: 111010-3-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 9428892010.8998 - --- Energy: 67.46193459835338 - --- Workload: 636090000000.0 + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 470 in the X datas point -------------- - --- Configuration: 0003-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6806147312.252427 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 55 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point -------------- - --- Configuration: 2002-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8950387999.31977 - --- Energy: 47.4541739001796 - --- Workload: 424732000000.0 + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 70 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 3000-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6443423519.784533 - --- Energy: 43.3608751201712 - --- Workload: 279393000000.0 + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 90 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 41 in the X datas point -------------- - --- Configuration: 2002-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8795770993.306417 - --- Energy: 48.71596839606954 - --- Workload: 428493000000.0 + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 144 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 3333-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10947566629.6274 - --- Energy: 79.26313007840331 - --- Workload: 867738000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 193 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 97 in the X datas point -------------- - --- Configuration: 3030-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9152396555.037937 - --- Energy: 48.568093302538465 - --- Workload: 444514000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 241 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 100 in the X datas point -------------- - --- Configuration: 2002-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11245140693.577787 - --- Energy: 59.880442963642075 - --- Workload: 673364000000.0 + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 109 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 186 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3003-1101' ---- Neighbour 0 in the list of neghbours, And at position 70 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111010-3-1' +--- Neighbour 0 in the list of neghbours, And at position 19 in the X datas point -------------- - --- Configuration: 3000-1100 + --- Configuration: 111010-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 6443423519.784533 - --- Energy: 43.3608751201712 - --- Workload: 279393000000.0 + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 55 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 470 in the X datas point -------------- - --- Configuration: 2002-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8950387999.31977 - --- Energy: 47.4541739001796 - --- Workload: 424732000000.0 + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 193 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 100 in the X datas point -------------- - --- Configuration: 3030-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9152396555.037937 - --- Energy: 48.568093302538465 - --- Workload: 444514000000.0 + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 90 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 41 in the X datas point -------------- - --- Configuration: 2002-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8795770993.306417 - --- Energy: 48.71596839606954 - --- Workload: 428493000000.0 + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 0003-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6806147312.252427 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 241 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 186 in the X datas point -------------- - --- Configuration: 2002-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11245140693.577787 - --- Energy: 59.880442963642075 - --- Workload: 673364000000.0 + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 93 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 93 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 97 in the X datas point -------------- - --- Configuration: 3003-1101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9428892010.8998 - --- Energy: 67.46193459835338 - --- Workload: 636090000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 144 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 109 in the X datas point -------------- - --- Configuration: 3333-1101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10947566629.6274 - --- Energy: 79.26313007840331 - --- Workload: 867738000000.0 + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 4 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 111011-2-1 + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (67.46193459835338 mAh) is far from the median. ---- Median :49.41467631934382, the gap is : 10 ---- So yes we remove this configuration '3003-1101' ---- remove_aberrant_points: The value [2.0, 1, 0, 0, 1, 0.0, 1, 1, 0, 1] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1] ---- Computing the list of the 10 first neighbours of '0220-1001' +--- The energy of the current configuration (70.2667978545078 mAh) is far from the median. +--- Median :58.70580259207987, the gap is : 10 +--- So yes we remove this configuration '111010-3-1' +--- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 0, 3.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '111011-1-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0220-1001' +--- Ordered by distance, Printing the list of the 10 first neighbours of '111011-1-3' --- Neighbour 0 in the list of neghbours, And at position 94 in the X datas point -------------- - --- Configuration: 0220-1001 + --- Configuration: 111011-1-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 7282684688.88371 - --- Energy: 43.18443043197562 - --- Workload: 314499000000.0 + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 115 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 48 in the X datas point -------------- - --- Configuration: 0110-1001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7487495881.877265 - --- Energy: 41.820066635010036 - --- Workload: 313127000000.0 + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 92 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 140 in the X datas point -------------- - --- Configuration: 0202-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8895689149.038376 - --- Energy: 48.8428586507307 - --- Workload: 434491000000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 163 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 247 in the X datas point -------------- - --- Configuration: 0220-2022 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10070047248.66169 - --- Energy: 83.48428558869355 - --- Workload: 840691000000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 176 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 269 in the X datas point -------------- - --- Configuration: 0222-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9969791531.659073 - --- Energy: 42.75164023390624 - --- Workload: 426227000000.0 + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 210 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 486 in the X datas point -------------- - --- Configuration: 0220-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5281811027.365063 - --- Energy: 35.274079340197716 - --- Workload: 186311000000.0 + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 239 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 510 in the X datas point -------------- - --- Configuration: 0200-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4343576935.606472 - --- Energy: 34.69772062521995 - --- Workload: 150712000000.0 + --- Configuration: 111011-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11392233458.761824 + --- Energy: 69.72901800554702 + --- Workload: 794369000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 246 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 640 in the X datas point -------------- - --- Configuration: 0330-1011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9121757215.309958 - --- Energy: 48.6433554663716 - --- Workload: 443713000000.0 + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14620310535.395771 + --- Energy: 81.50438397997827 + --- Workload: 1191620000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 39 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 706 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3029054692.61153 - --- Energy: 30.508250558695604 - --- Workload: 92411200000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13008417747.124165 + --- Energy: 74.45417223065692 + --- Workload: 968531000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 67 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point -------------- - --- Configuration: 0110-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6145261695.969323 - --- Energy: 51.31617435224532 - --- Workload: 315351000000.0 + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0220-1001' ---- Neighbour 0 in the list of neghbours, And at position 39 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111011-1-3' +--- Neighbour 0 in the list of neghbours, And at position 269 in the X datas point -------------- - --- Configuration: 2220-0000 + --- Configuration: 222022-1-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 3029054692.61153 - --- Energy: 30.508250558695604 - --- Workload: 92411200000.0 + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 239 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 510 in the X datas point -------------- - --- Configuration: 0200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4343576935.606472 - --- Energy: 34.69772062521995 - --- Workload: 150712000000.0 + --- Configuration: 111011-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11392233458.761824 + --- Energy: 69.72901800554702 + --- Workload: 794369000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 210 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 247 in the X datas point -------------- - --- Configuration: 0220-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5281811027.365063 - --- Energy: 35.274079340197716 - --- Workload: 186311000000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 115 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 48 in the X datas point -------------- - --- Configuration: 0110-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7487495881.877265 - --- Energy: 41.820066635010036 - --- Workload: 313127000000.0 + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 176 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 140 in the X datas point -------------- - --- Configuration: 0222-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9969791531.659073 - --- Energy: 42.75164023390624 - --- Workload: 426227000000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 94 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 706 in the X datas point -------------- - --- Configuration: 0220-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7282684688.88371 - --- Energy: 43.18443043197562 - --- Workload: 314499000000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13008417747.124165 + --- Energy: 74.45417223065692 + --- Workload: 968531000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 246 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 486 in the X datas point -------------- - --- Configuration: 0330-1011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9121757215.309958 - --- Energy: 48.6433554663716 - --- Workload: 443713000000.0 + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 92 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 94 in the X datas point -------------- - --- Configuration: 0202-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8895689149.038376 - --- Energy: 48.8428586507307 - --- Workload: 434491000000.0 + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 67 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 640 in the X datas point -------------- - --- Configuration: 0110-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6145261695.969323 - --- Energy: 51.31617435224532 - --- Workload: 315351000000.0 + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14620310535.395771 + --- Energy: 81.50438397997827 + --- Workload: 1191620000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 163 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point -------------- - --- Configuration: 0220-2022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10070047248.66169 - --- Energy: 83.48428558869355 - --- Workload: 840691000000.0 + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 176 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 140 in the X datas point -------------- - --- Configuration: 0222-1000 - --- Energy efficiency: 9969791531.659073 - --- Energy: 42.75164023390624 - --- Workload: 426227000000.0 + --- Configuration: 111111-1-3 + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (42.75164023390624 mAh) it is NOT far from the median. ---- Median :42.75164023390624, the gap is : 10 ---- So No we don't romove this configuration '0220-1001' - --- remove_aberrant_points: The value [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1] ---- Computing the list of the 10 first neighbours of '3003-0002' +--- The energy of the current configuration (81.3667303591789 mAh) is far from the median. +--- Median :71.2294033945321, the gap is : 10 +--- So yes we remove this configuration '111011-1-3' +--- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '303333-0-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3003-0002' +--- Ordered by distance, Printing the list of the 10 first neighbours of '303333-0-3' --- Neighbour 0 in the list of neghbours, And at position 95 in the X datas point -------------- - --- Configuration: 3003-0002 + --- Configuration: 303333-0-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 7595205906.032112 - --- Energy: 65.80063109114849 - --- Workload: 499771000000.0 + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 137 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 303333-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12840398976.87701 + --- Energy: 86.4225033041374 + --- Workload: 1109700000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 49 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 16 in the X datas point -------------- - --- Configuration: 3000-0202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8354358468.81318 - --- Energy: 64.35822134376 - --- Workload: 537670000000.0 + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 136 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 215 in the X datas point -------------- - --- Configuration: 0003-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5256269415.345153 - --- Energy: 45.78293727571249 - --- Workload: 240648000000.0 + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 207 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 766 in the X datas point -------------- - --- Configuration: 3000-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3629843118.1804323 - --- Energy: 34.55029567760096 - --- Workload: 125412000000.0 + --- Configuration: 303333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10578417278.363646 + --- Energy: 23.863863929112192 + --- Workload: 252442000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 34 in the X datas point -------------- - --- Configuration: 0003-1001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6806147312.252427 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 91 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 99 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 159 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 55 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 185 in the X datas point -------------- - --- Configuration: 2002-0101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8950387999.31977 - --- Energy: 47.4541739001796 - --- Workload: 424732000000.0 + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3003-0002' ---- Neighbour 0 in the list of neghbours, And at position 18 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '303333-0-3' +--- Neighbour 0 in the list of neghbours, And at position 766 in the X datas point -------------- - --- Configuration: 3000-0000 + --- Configuration: 303333-1-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Energy efficiency: 10578417278.363646 + --- Energy: 23.863863929112192 + --- Workload: 252442000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 91 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 207 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 159 in the X datas point -------------- - --- Configuration: 3000-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3629843118.1804323 - --- Energy: 34.55029567760096 - --- Workload: 125412000000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 16 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 136 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 34 in the X datas point -------------- - --- Configuration: 0003-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5256269415.345153 - --- Energy: 45.78293727571249 - --- Workload: 240648000000.0 + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 55 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 95 in the X datas point -------------- - --- Configuration: 2002-0101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8950387999.31977 - --- Energy: 47.4541739001796 - --- Workload: 424732000000.0 + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 137 in the X datas point -------------- - --- Configuration: 0003-1001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6806147312.252427 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12840398976.87701 + --- Energy: 86.4225033041374 + --- Workload: 1109700000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 215 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 49 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 99 in the X datas point -------------- - --- Configuration: 3000-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8354358468.81318 - --- Energy: 64.35822134376 - --- Workload: 537670000000.0 + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 95 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 185 in the X datas point -------------- - --- Configuration: 3003-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7595205906.032112 - --- Energy: 65.80063109114849 - --- Workload: 499771000000.0 + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 136 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 34 in the X datas point -------------- - --- Configuration: 0003-0001 - --- Energy efficiency: 5256269415.345153 - --- Energy: 45.78293727571249 - --- Workload: 240648000000.0 + --- Configuration: 033333-0-3 + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (65.80063109114849 mAh) is far from the median. ---- Median :45.78293727571249, the gap is : 10 ---- So yes we remove this configuration '3003-0002' ---- remove_aberrant_points: The value [2.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1] ---- Computing the list of the 10 first neighbours of '1111-0101' +--- The energy of the current configuration (80.89218696331669 mAh) it is NOT far from the median. +--- Median :80.89218696331669, the gap is : 10 +--- So No we don't romove this configuration '303333-0-3' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '033033-1-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1111-0101' +--- Ordered by distance, Printing the list of the 10 first neighbours of '033033-1-1' --- Neighbour 0 in the list of neghbours, And at position 96 in the X datas point -------------- - --- Configuration: 1111-0101 + --- Configuration: 033033-1-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 9080672696.233337 - --- Energy: 45.44863666563364 - --- Workload: 412706000000.0 + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 138 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 153 in the X datas point -------------- - --- Configuration: 1111-0101 - --- Distance from that configuration: [1.] - --- Energy efficiency: 8622547962.923044 - --- Energy: 48.5763010995366 - --- Workload: 418853000000.0 + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 52 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 194 in the X datas point -------------- - --- Configuration: 1101-0202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9914340101.522842 - --- Energy: 65.015157087009 - --- Workload: 644582000000.0 + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 101 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 270 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6807769026.0124855 - --- Energy: 36.74164741869377 - --- Workload: 250128000000.0 + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 200 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 351 in the X datas point -------------- - --- Configuration: 0111-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6254338947.644929 - --- Energy: 35.98594879953233 - --- Workload: 225068000000.0 + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 205 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 459 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6759862639.591164 - --- Energy: 36.90475887640218 - --- Workload: 249471000000.0 + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13313575986.569265 + --- Energy: 58.999551683518746 + --- Workload: 785495000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 582 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13451237917.42554 + --- Energy: 58.6370944765814 + --- Workload: 788742000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 38 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 57 in the X datas point -------------- - --- Configuration: 1110-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 2905397356.669485 - --- Energy: 30.668041259477853 - --- Workload: 89102900000.0 + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 92 in the X datas point -------------- - --- Configuration: 0111-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3139835723.7949314 - --- Energy: 40.0701934667281 - --- Workload: 125814000000.0 + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 55 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 114 in the X datas point -------------- - --- Configuration: 2002-0101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8950387999.31977 - --- Energy: 47.4541739001796 - --- Workload: 424732000000.0 + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1111-0101' ---- Neighbour 0 in the list of neghbours, And at position 38 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '033033-1-1' +--- Neighbour 0 in the list of neghbours, And at position 270 in the X datas point -------------- - --- Configuration: 1110-0000 + --- Configuration: 033033-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 2905397356.669485 - --- Energy: 30.668041259477853 - --- Workload: 89102900000.0 + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 200 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 114 in the X datas point -------------- - --- Configuration: 0111-0001 - --- Distance from that configuration: [1.] - --- Energy efficiency: 6254338947.644929 - --- Energy: 35.98594879953233 - --- Workload: 225068000000.0 + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 101 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 57 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6807769026.0124855 - --- Energy: 36.74164741869377 - --- Workload: 250128000000.0 + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 205 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 153 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6759862639.591164 - --- Energy: 36.90475887640218 - --- Workload: 249471000000.0 + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 582 in the X datas point -------------- - --- Configuration: 0111-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3139835723.7949314 - --- Energy: 40.0701934667281 - --- Workload: 125814000000.0 + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13451237917.42554 + --- Energy: 58.6370944765814 + --- Workload: 788742000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 96 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 459 in the X datas point -------------- - --- Configuration: 1111-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9080672696.233337 - --- Energy: 45.44863666563364 - --- Workload: 412706000000.0 + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13313575986.569265 + --- Energy: 58.999551683518746 + --- Workload: 785495000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 55 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 96 in the X datas point -------------- - --- Configuration: 2002-0101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8950387999.31977 - --- Energy: 47.4541739001796 - --- Workload: 424732000000.0 + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 138 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 194 in the X datas point -------------- - --- Configuration: 1111-0101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8622547962.923044 - --- Energy: 48.5763010995366 - --- Workload: 418853000000.0 + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 92 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 52 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 351 in the X datas point -------------- - --- Configuration: 1101-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9914340101.522842 - --- Energy: 65.015157087009 - --- Workload: 644582000000.0 + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 48 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 582 in the X datas point -------------- - --- Configuration: 0111-0000 - --- Energy efficiency: 3139835723.7949314 - --- Energy: 40.0701934667281 - --- Workload: 125814000000.0 + --- Configuration: 003033-1-1 + --- Energy efficiency: 13451237917.42554 + --- Energy: 58.6370944765814 + --- Workload: 788742000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (40.0701934667281 mAh) it is NOT far from the median. ---- Median :40.0701934667281, the gap is : 10 ---- So No we don't romove this configuration '1111-0101' - --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '2220-0000' +--- The energy of the current configuration (58.6370944765814 mAh) it is NOT far from the median. +--- Median :58.6370944765814, the gap is : 10 +--- So No we don't romove this configuration '033033-1-1' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '111111-3-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2220-0000' ---- Neighbour 0 in the list of neghbours, And at position 39 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-3-1' +--- Neighbour 0 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 2220-0000 + --- Configuration: 111111-3-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 3029054692.61153 - --- Energy: 30.508250558695604 - --- Workload: 92411200000.0 + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- --- Neighbour 1 in the list of neghbours, And at position 97 in the X datas point -------------- - --- Configuration: 2220-0000 + --- Configuration: 111111-3-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 2991522026.5766816 - --- Energy: 30.63396781022152 - --- Workload: 91642100000.0 + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 38 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 198 in the X datas point -------------- - --- Configuration: 1110-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2905397356.669485 - --- Energy: 30.668041259477853 - --- Workload: 89102900000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 251 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 333 in the X datas point -------------- - --- Configuration: 3333-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 366 in the X datas point -------------- - --- Configuration: 2000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 383 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2075033200.5312083 - --- Energy: 29.0248902377268 - --- Workload: 60227600000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2220-0000' ---- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-3-1' +--- Neighbour 0 in the list of neghbours, And at position 366 in the X datas point -------------- - --- Configuration: 2000-0000 + --- Configuration: 111111-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 3300-0000 + --- Configuration: 111111-2-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 2075033200.5312083 - --- Energy: 29.0248902377268 - --- Workload: 60227600000.0 + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 198 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 39 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 333 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3029054692.61153 - --- Energy: 30.508250558695604 - --- Workload: 92411200000.0 + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 -------------- --- Neighbour 6 in the list of neghbours, And at position 97 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2991522026.5766816 - --- Energy: 30.63396781022152 - --- Workload: 91642100000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 38 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 383 in the X datas point -------------- - --- Configuration: 1110-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2905397356.669485 - --- Energy: 30.668041259477853 - --- Workload: 89102900000.0 + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 251 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 3333-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 19 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 111111-3-1 + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (30.277288658122774 mAh) it is NOT far from the median. ---- Median :30.277288658122774, the gap is : 10 ---- So No we don't romove this configuration '2220-0000' - --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 0, 1.0, 0, 0, 1, 1] ---- Computing the list of the 10 first neighbours of '2020-0022' +--- The energy of the current configuration (67.49357382359369 mAh) it is NOT far from the median. +--- Median :67.49357382359369, the gap is : 10 +--- So No we don't romove this configuration '111111-3-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '222222-2-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2020-0022' ---- Neighbour 0 in the list of neghbours, And at position 98 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 74 in the X datas point -------------- - --- Configuration: 2020-0022 + --- Configuration: 222222-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 8754497623.153894 - --- Energy: 65.93701913313123 - --- Workload: 577244000000.0 + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 146 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 98 in the X datas point -------------- - --- Configuration: 2000-0022 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8308684236.764266 - --- Energy: 64.3370683100252 - --- Workload: 534556000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 167 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 158 in the X datas point -------------- - --- Configuration: 2020-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7467367603.572389 - --- Energy: 42.10385161103808 - --- Workload: 314406000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 168 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 2020-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5336236245.851076 - --- Energy: 35.10473595313148 - --- Workload: 187327000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 30 in the X datas point -------------- - --- Configuration: 0020-0010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 8 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 37 in the X datas point -------------- - --- Configuration: 0020-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8089829466.394849 - --- Energy: 66.44909360627778 - --- Workload: 537560000000.0 + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 86 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 103 in the X datas point -------------- - --- Configuration: 0220-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5040602049.508794 - --- Energy: 36.67117347490831 - --- Workload: 184845000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 127 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 139 in the X datas point -------------- - --- Configuration: 2020-3030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7529950377.627011 - --- Energy: 41.87227309237855 - --- Workload: 315295000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 148 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 147 in the X datas point -------------- - --- Configuration: 3030-2002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8823477508.95583 - --- Energy: 65.30338482528335 - --- Workload: 576204000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 151 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 163 in the X datas point -------------- - --- Configuration: 0010-0011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6634071263.19351 - --- Energy: 41.98663362868059 - --- Workload: 278542000000.0 + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2020-0022' ---- Neighbour 0 in the list of neghbours, And at position 168 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 163 in the X datas point -------------- - --- Configuration: 2020-0030 + --- Configuration: 222220-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 5336236245.851076 - --- Energy: 35.10473595313148 - --- Workload: 187327000000.0 + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 86 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 139 in the X datas point -------------- - --- Configuration: 0220-0020 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5040602049.508794 - --- Energy: 36.67117347490831 - --- Workload: 184845000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 158 in the X datas point -------------- - --- Configuration: 0020-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 127 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point -------------- - --- Configuration: 2020-3030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7529950377.627011 - --- Energy: 41.87227309237855 - --- Workload: 315295000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 151 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 147 in the X datas point -------------- - --- Configuration: 0010-0011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6634071263.19351 - --- Energy: 41.98663362868059 - --- Workload: 278542000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 167 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 30 in the X datas point -------------- - --- Configuration: 2020-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7467367603.572389 - --- Energy: 42.10385161103808 - --- Workload: 314406000000.0 + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 146 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 103 in the X datas point -------------- - --- Configuration: 2000-0022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8308684236.764266 - --- Energy: 64.3370683100252 - --- Workload: 534556000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 148 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 3030-2002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8823477508.95583 - --- Energy: 65.30338482528335 - --- Workload: 576204000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 98 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 37 in the X datas point -------------- - --- Configuration: 2020-0022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8754497623.153894 - --- Energy: 65.93701913313123 - --- Workload: 577244000000.0 + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 8 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point -------------- - --- Configuration: 0020-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8089829466.394849 - --- Energy: 66.44909360627778 - --- Workload: 537560000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 151 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 147 in the X datas point -------------- - --- Configuration: 0010-0011 - --- Energy efficiency: 6634071263.19351 - --- Energy: 41.98663362868059 - --- Workload: 278542000000.0 + --- Configuration: 111111-2-3 + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (65.93701913313123 mAh) is far from the median. ---- Median :41.98663362868059, the gap is : 10 ---- So yes we remove this configuration '2020-0022' ---- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 1.0, 0, 0, 1, 1] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '0011-2200' +--- The energy of the current configuration (102.719273058889 mAh) is far from the median. +--- Median :84.3646166621502, the gap is : 10 +--- So yes we remove this configuration '222222-2-3' +--- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '333333-1-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0011-2200' +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-1-3' --- Neighbour 0 in the list of neghbours, And at position 99 in the X datas point -------------- - --- Configuration: 0011-2200 + --- Configuration: 333333-1-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 7849108733.703288 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 185 in the X datas point -------------- - --- Configuration: 0011-1100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Configuration: 333333-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 117 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 487 in the X datas point -------------- - --- Configuration: 1011-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8782098570.274353 - --- Energy: 43.085080854083536 - --- Workload: 378377000000.0 + --- Configuration: 333333-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 9 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 0010-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6532788063.289651 - --- Energy: 42.64544340651106 - --- Workload: 278594000000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 62 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 215 in the X datas point -------------- - --- Configuration: 0001-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6336774201.724871 - --- Energy: 45.652440385434886 - --- Workload: 289290000000.0 + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 332 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 475 in the X datas point -------------- - --- Configuration: 0000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 85 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 481 in the X datas point -------------- - --- Configuration: 0001-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4385426351.149858 - --- Energy: 36.59285860316189 - --- Workload: 160475000000.0 + --- Configuration: 333330-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 111 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 494 in the X datas point -------------- - --- Configuration: 0011-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6806981239.9597025 - --- Energy: 35.94259902860859 - --- Workload: 244660000000.0 + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 130 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 497 in the X datas point -------------- - --- Configuration: 2022-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10578920865.440357 - --- Energy: 50.18755172966964 - --- Workload: 530930000000.0 + --- Configuration: 033333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14463386659.839949 + --- Energy: 82.92589585237724 + --- Workload: 1199390000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0011-2200' ---- Neighbour 0 in the list of neghbours, And at position 111 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-1-3' +--- Neighbour 0 in the list of neghbours, And at position 481 in the X datas point -------------- - --- Configuration: 0011-3000 + --- Configuration: 333330-1-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 6806981239.9597025 - --- Energy: 35.94259902860859 - --- Workload: 244660000000.0 + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 85 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 497 in the X datas point -------------- - --- Configuration: 0001-0200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4385426351.149858 - --- Energy: 36.59285860316189 - --- Workload: 160475000000.0 + --- Configuration: 033333-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14463386659.839949 + --- Energy: 82.92589585237724 + --- Workload: 1199390000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 332 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 222222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 99 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 475 in the X datas point -------------- - --- Configuration: 0011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7849108733.703288 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 487 in the X datas point -------------- - --- Configuration: 0000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 9 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 215 in the X datas point -------------- - --- Configuration: 0010-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6532788063.289651 - --- Energy: 42.64544340651106 - --- Workload: 278594000000.0 + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 117 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 494 in the X datas point -------------- - --- Configuration: 1011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8782098570.274353 - --- Energy: 43.085080854083536 - --- Workload: 378377000000.0 + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 0011-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 62 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 99 in the X datas point -------------- - --- Configuration: 0001-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6336774201.724871 - --- Energy: 45.652440385434886 - --- Workload: 289290000000.0 + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 130 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 185 in the X datas point -------------- - --- Configuration: 2022-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10578920865.440357 - --- Energy: 50.18755172966964 - --- Workload: 530930000000.0 + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 77 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 487 in the X datas point -------------- - --- Configuration: 0000-2200 - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 + --- Configuration: 333333-1-3 + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (42.51731520413714 mAh) it is NOT far from the median. ---- Median :42.51731520413714, the gap is : 10 ---- So No we don't romove this configuration '0011-2200' - --- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '2222-2200' +--- The energy of the current configuration (86.40713429401492 mAh) it is NOT far from the median. +--- Median :86.40713429401492, the gap is : 10 +--- So No we don't romove this configuration '333333-1-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '011010-2-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2222-2200' +--- Ordered by distance, Printing the list of the 10 first neighbours of '011010-2-1' --- Neighbour 0 in the list of neghbours, And at position 100 in the X datas point -------------- - --- Configuration: 2222-2200 + --- Configuration: 011010-2-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 11468876336.840899 - --- Energy: 53.84120579706395 - --- Workload: 617498000000.0 + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 130 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 257 in the X datas point -------------- - --- Configuration: 2022-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10578920865.440357 - --- Energy: 50.18755172966964 - --- Workload: 530930000000.0 + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 23 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 3333-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9963434196.49885 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 93 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 117 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 106 in the X datas point -------------- - --- Configuration: 1011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8782098570.274353 - --- Energy: 43.085080854083536 - --- Workload: 378377000000.0 + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 125 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 109 in the X datas point -------------- - --- Configuration: 2220-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9479212087.891254 - --- Energy: 49.57175430186782 - --- Workload: 469901000000.0 + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 170 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 196 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11414873580.275099 - --- Energy: 57.359112207692405 - --- Workload: 654747000000.0 + --- Configuration: 222020-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 202 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 212 in the X datas point -------------- - --- Configuration: 1111-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9442424814.692413 - --- Energy: 43.80740929766881 - --- Workload: 413650000000.0 + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 214 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 329 in the X datas point -------------- - --- Configuration: 0222-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10575598076.510221 - --- Energy: 50.06110945250575 - --- Workload: 529426000000.0 + --- Configuration: 011001-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2222-2200' ---- Neighbour 0 in the list of neghbours, And at position 117 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '011010-2-1' +--- Neighbour 0 in the list of neghbours, And at position 106 in the X datas point -------------- - --- Configuration: 1011-2200 + --- Configuration: 011110-1-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 8782098570.274353 - --- Energy: 43.085080854083536 - --- Workload: 378377000000.0 + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 202 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 19 in the X datas point -------------- - --- Configuration: 1111-3300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9442424814.692413 - --- Energy: 43.80740929766881 - --- Workload: 413650000000.0 + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 125 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 100 in the X datas point -------------- - --- Configuration: 2220-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9479212087.891254 - --- Energy: 49.57175430186782 - --- Workload: 469901000000.0 + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 214 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 212 in the X datas point -------------- - --- Configuration: 0222-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10575598076.510221 - --- Energy: 50.06110945250575 - --- Workload: 529426000000.0 + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 130 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 329 in the X datas point -------------- - --- Configuration: 2022-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10578920865.440357 - --- Energy: 50.18755172966964 - --- Workload: 530930000000.0 + --- Configuration: 011001-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 100 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 196 in the X datas point -------------- - --- Configuration: 2222-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11468876336.840899 - --- Energy: 53.84120579706395 - --- Workload: 617498000000.0 + --- Configuration: 222020-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 257 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 170 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11414873580.275099 - --- Energy: 57.359112207692405 - --- Workload: 654747000000.0 + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 93 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 23 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 109 in the X datas point -------------- - --- Configuration: 3333-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9963434196.49885 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 130 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 329 in the X datas point -------------- - --- Configuration: 2022-2200 - --- Energy efficiency: 10578920865.440357 - --- Energy: 50.18755172966964 - --- Workload: 530930000000.0 + --- Configuration: 011001-2-1 + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (50.18755172966964 mAh) it is NOT far from the median. ---- Median :50.18755172966964, the gap is : 10 ---- So No we don't romove this configuration '2222-2200' - --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '1011-0100' +--- The energy of the current configuration (55.62139896793428 mAh) it is NOT far from the median. +--- Median :55.62139896793428, the gap is : 10 +--- So No we don't romove this configuration '011010-2-1' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 1, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '333333-3-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1011-0100' ---- Neighbour 0 in the list of neghbours, And at position 101 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-3-3' +--- Neighbour 0 in the list of neghbours, And at position 53 in the X datas point -------------- - --- Configuration: 1011-0100 + --- Configuration: 333333-3-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 6807769026.0124855 - --- Energy: 36.74164741869377 - --- Workload: 250128000000.0 + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 205 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 101 in the X datas point -------------- - --- Configuration: 1011-0100 + --- Configuration: 333333-3-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 6759862639.591164 - --- Energy: 36.90475887640218 - --- Workload: 249471000000.0 + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 191 in the X datas point -------------- - --- Configuration: 0011-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 53 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 310 in the X datas point -------------- - --- Configuration: 0011-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2745412415.8531094 - --- Energy: 29.5448803510097 - --- Workload: 81112900000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 17270333243.662476 + --- Energy: 123.82321 + --- Workload: 2138468100000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 80 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 2002-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7245431755.278297 - --- Energy: 42.016301664202444 - --- Workload: 304426000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 96 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 1111-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9080672696.233337 - --- Energy: 45.44863666563364 - --- Workload: 412706000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 117 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 214 in the X datas point -------------- - --- Configuration: 1011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8782098570.274353 - --- Energy: 43.085080854083536 - --- Workload: 378377000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 138 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 342 in the X datas point -------------- - --- Configuration: 1111-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8622547962.923044 - --- Energy: 48.5763010995366 - --- Workload: 418853000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 185 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 393 in the X datas point -------------- - --- Configuration: 1000-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4407169583.478402 - --- Energy: 34.828482821374045 - --- Workload: 153495000000.0 + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 201 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 503 in the X datas point -------------- - --- Configuration: 0011-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2780233650.836016 - --- Energy: 29.193550568943994 - --- Workload: 81165000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15380805677.362993 + --- Energy: 101.44390963131458 + --- Workload: 1560290000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1011-0100' ---- Neighbour 0 in the list of neghbours, And at position 201 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-3-3' +--- Neighbour 0 in the list of neghbours, And at position 53 in the X datas point -------------- - --- Configuration: 0011-0000 + --- Configuration: 333333-3-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 2780233650.836016 - --- Energy: 29.193550568943994 - --- Workload: 81165000000.0 + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 53 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 0011-0000 + --- Configuration: 333333-3-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 2745412415.8531094 - --- Energy: 29.5448803510097 - --- Workload: 81112900000.0 + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 185 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 393 in the X datas point -------------- - --- Configuration: 1000-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4407169583.478402 - --- Energy: 34.828482821374045 - --- Workload: 153495000000.0 + --- Configuration: 033333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 101 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6807769026.0124855 - --- Energy: 36.74164741869377 - --- Workload: 250128000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 205 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 342 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6759862639.591164 - --- Energy: 36.90475887640218 - --- Workload: 249471000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 80 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 191 in the X datas point -------------- - --- Configuration: 2002-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7245431755.278297 - --- Energy: 42.016301664202444 - --- Workload: 304426000000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 117 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 503 in the X datas point -------------- - --- Configuration: 1011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8782098570.274353 - --- Energy: 43.085080854083536 - --- Workload: 378377000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15380805677.362993 + --- Energy: 101.44390963131458 + --- Workload: 1560290000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 101 in the X datas point -------------- - --- Configuration: 0011-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 96 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 214 in the X datas point -------------- - --- Configuration: 1111-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9080672696.233337 - --- Energy: 45.44863666563364 - --- Workload: 412706000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 138 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 310 in the X datas point -------------- - --- Configuration: 1111-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8622547962.923044 - --- Energy: 48.5763010995366 - --- Workload: 418853000000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17270333243.662476 + --- Energy: 123.82321 + --- Workload: 2138468100000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 205 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 342 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Energy efficiency: 6759862639.591164 - --- Energy: 36.90475887640218 - --- Workload: 249471000000.0 + --- Configuration: 222222-3-3 + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (36.90475887640218 mAh) it is NOT far from the median. ---- Median :36.90475887640218, the gap is : 10 ---- So No we don't romove this configuration '1011-0100' - --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '0033-2200' +--- The energy of the current configuration (98.71806225531626 mAh) it is NOT far from the median. +--- Median :98.71806225531626, the gap is : 10 +--- So No we don't romove this configuration '333333-3-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '330030-0-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0033-2200' +--- Ordered by distance, Printing the list of the 10 first neighbours of '330030-0-1' --- Neighbour 0 in the list of neghbours, And at position 102 in the X datas point -------------- - --- Configuration: 0033-2200 + --- Configuration: 330030-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 8336042547.16116 - --- Energy: 59.96771726749321 - --- Workload: 499893000000.0 + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 186 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 235 in the X datas point -------------- - --- Configuration: 0030-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6743861400.160503 - --- Energy: 41.3450979000584 - --- Workload: 278825000000.0 + --- Configuration: 330030-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 1 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 64 in the X datas point -------------- - --- Configuration: 0033-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 89 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 335 in the X datas point -------------- - --- Configuration: 0030-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4809102669.532892 - --- Energy: 35.93660318178646 - --- Workload: 172823000000.0 + --- Configuration: 333030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11193557883.566849 + --- Energy: 34.531211142434685 + --- Workload: 386527000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 130 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 14 in the X datas point -------------- - --- Configuration: 2022-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10578920865.440357 - --- Energy: 50.18755172966964 - --- Workload: 530930000000.0 + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 134 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 114 in the X datas point -------------- - --- Configuration: 0033-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8384408354.2244835 - --- Energy: 59.697236073290554 - --- Workload: 500528000000.0 + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 212 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 126 in the X datas point -------------- - --- Configuration: 0022-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9258659160.980307 - --- Energy: 46.9330182291436 - --- Workload: 434536000000.0 + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 243 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 238 in the X datas point -------------- - --- Configuration: 0022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10604498852.593224 - --- Energy: 53.16348231202643 - --- Workload: 563772000000.0 + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 23 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 273 in the X datas point -------------- - --- Configuration: 3333-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9963434196.49885 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 + --- Configuration: 330330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 284 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0033-2200' ---- Neighbour 0 in the list of neghbours, And at position 89 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '330030-0-1' +--- Neighbour 0 in the list of neghbours, And at position 273 in the X datas point -------------- - --- Configuration: 0030-2000 + --- Configuration: 330330-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 4809102669.532892 - --- Energy: 35.93660318178646 - --- Workload: 172823000000.0 + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 186 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 64 in the X datas point -------------- - --- Configuration: 0030-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6743861400.160503 - --- Energy: 41.3450979000584 - --- Workload: 278825000000.0 + --- Configuration: 220020-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 212 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 235 in the X datas point -------------- - --- Configuration: 0022-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9258659160.980307 - --- Energy: 46.9330182291436 - --- Workload: 434536000000.0 + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 130 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 102 in the X datas point -------------- - --- Configuration: 2022-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10578920865.440357 - --- Energy: 50.18755172966964 - --- Workload: 530930000000.0 + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 243 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 335 in the X datas point -------------- - --- Configuration: 0022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10604498852.593224 - --- Energy: 53.16348231202643 - --- Workload: 563772000000.0 + --- Configuration: 333030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11193557883.566849 + --- Energy: 34.531211142434685 + --- Workload: 386527000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 1 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 284 in the X datas point -------------- - --- Configuration: 0033-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 134 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 114 in the X datas point -------------- - --- Configuration: 0033-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8384408354.2244835 - --- Energy: 59.697236073290554 - --- Workload: 500528000000.0 + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 102 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 14 in the X datas point -------------- - --- Configuration: 0033-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8336042547.16116 - --- Energy: 59.96771726749321 - --- Workload: 499893000000.0 + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 238 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 23 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 126 in the X datas point -------------- - --- Configuration: 3333-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9963434196.49885 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 243 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 335 in the X datas point -------------- - --- Configuration: 0022-2220 - --- Energy efficiency: 10604498852.593224 - --- Energy: 53.16348231202643 - --- Workload: 563772000000.0 + --- Configuration: 333030-0-1 + --- Energy efficiency: 11193557883.566849 + --- Energy: 34.531211142434685 + --- Workload: 386527000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (53.16348231202643 mAh) it is NOT far from the median. ---- Median :53.16348231202643, the gap is : 10 ---- So No we don't romove this configuration '0033-2200' - --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '0101-0330' +--- The energy of the current configuration (34.531211142434685 mAh) it is NOT far from the median. +--- Median :34.531211142434685, the gap is : 10 +--- So No we don't romove this configuration '330030-0-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '111111-2-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0101-0330' +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-2-3' --- Neighbour 0 in the list of neghbours, And at position 103 in the X datas point -------------- - --- Configuration: 0101-0330 + --- Configuration: 111111-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 7878296082.123358 - --- Energy: 42.51302006574951 - --- Workload: 334929000000.0 + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 57 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 139 in the X datas point -------------- - --- Configuration: 0101-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9185604320.908272 - --- Energy: 48.9191931692468 - --- Workload: 449351000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 82 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 147 in the X datas point -------------- - --- Configuration: 0101-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5549420363.04308 - --- Energy: 37.334916995372765 - --- Workload: 207187000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 160 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 48 in the X datas point -------------- - --- Configuration: 0001-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9243340173.405062 - --- Energy: 40.84258552984255 - --- Workload: 377523000000.0 + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 244 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 74 in the X datas point -------------- - --- Configuration: 0101-0222 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10233675752.123999 - --- Energy: 84.26690937159533 - --- Workload: 862360000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 26 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 83 in the X datas point -------------- - --- Configuration: 0000-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7665772326.561901 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 58 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 98 in the X datas point -------------- - --- Configuration: 0001-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4533975344.242078 - --- Energy: 35.4792605525655 - --- Workload: 160862000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 85 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 104 in the X datas point -------------- - --- Configuration: 0001-0200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4385426351.149858 - --- Energy: 36.59285860316189 - --- Workload: 160475000000.0 + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 91 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 140 in the X datas point -------------- - --- Configuration: 0101-2020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8367150566.874451 - --- Energy: 43.37670883350873 - --- Workload: 362938000000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 104 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 158 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4093227346.033253 - --- Energy: 35.39655176899871 - --- Workload: 144886000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0101-0330' ---- Neighbour 0 in the list of neghbours, And at position 104 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-2-3' +--- Neighbour 0 in the list of neghbours, And at position 48 in the X datas point -------------- - --- Configuration: 0100-0200 + --- Configuration: 111011-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 4093227346.033253 - --- Energy: 35.39655176899871 - --- Workload: 144886000000.0 + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 58 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 140 in the X datas point -------------- - --- Configuration: 0001-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4533975344.242078 - --- Energy: 35.4792605525655 - --- Workload: 160862000000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 85 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 104 in the X datas point -------------- - --- Configuration: 0001-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4385426351.149858 - --- Energy: 36.59285860316189 - --- Workload: 160475000000.0 + --- Configuration: 111111-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 82 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 139 in the X datas point -------------- - --- Configuration: 0101-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5549420363.04308 - --- Energy: 37.334916995372765 - --- Workload: 207187000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 160 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 158 in the X datas point -------------- - --- Configuration: 0001-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9243340173.405062 - --- Energy: 40.84258552984255 - --- Workload: 377523000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 103 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 74 in the X datas point -------------- - --- Configuration: 0101-0330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7878296082.123358 - --- Energy: 42.51302006574951 - --- Workload: 334929000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 91 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 147 in the X datas point -------------- - --- Configuration: 0101-2020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8367150566.874451 - --- Energy: 43.37670883350873 - --- Workload: 362938000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 26 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 103 in the X datas point -------------- - --- Configuration: 0000-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7665772326.561901 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 57 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 83 in the X datas point -------------- - --- Configuration: 0101-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9185604320.908272 - --- Energy: 48.9191931692468 - --- Workload: 449351000000.0 + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 244 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point -------------- - --- Configuration: 0101-0222 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10233675752.123999 - --- Energy: 84.26690937159533 - --- Workload: 862360000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 160 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 158 in the X datas point -------------- - --- Configuration: 0001-0220 - --- Energy efficiency: 9243340173.405062 - --- Energy: 40.84258552984255 - --- Workload: 377523000000.0 + --- Configuration: 222222-2-3 + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (40.84258552984255 mAh) it is NOT far from the median. ---- Median :40.84258552984255, the gap is : 10 ---- So No we don't romove this configuration '0101-0330' - --- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '0100-0200' +--- The energy of the current configuration (96.2036865454932 mAh) is far from the median. +--- Median :81.9077463484616, the gap is : 10 +--- So yes we remove this configuration '111111-2-3' +--- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '111111-2-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0100-0200' +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-2-2' --- Neighbour 0 in the list of neghbours, And at position 104 in the X datas point -------------- - --- Configuration: 0100-0200 + --- Configuration: 111111-2-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 4093227346.033253 - --- Energy: 35.39655176899871 - --- Workload: 144886000000.0 + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 172 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Distance from that configuration: [1.] - --- Energy efficiency: 4197888462.103562 - --- Energy: 35.26956535624208 - --- Workload: 148058000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 82 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 65 in the X datas point -------------- - --- Configuration: 0101-0200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5549420363.04308 - --- Energy: 37.334916995372765 - --- Workload: 207187000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 103 in the X datas point -------------- - --- Configuration: 0000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 85 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 0001-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4385426351.149858 - --- Energy: 36.59285860316189 - --- Workload: 160475000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 121 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 131 in the X datas point -------------- - --- Configuration: 0110-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5162462701.2069845 - --- Energy: 35.42009012551951 - --- Workload: 182855000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 122 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 139 in the X datas point -------------- - --- Configuration: 0200-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4242843383.922169 - --- Energy: 35.404255909220375 - --- Workload: 150215000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 141 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 147 in the X datas point -------------- - --- Configuration: 0202-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7512075661.626064 - --- Energy: 40.5630522502661 - --- Workload: 304712000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 233 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 198 in the X datas point -------------- - --- Configuration: 0110-0300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5549728340.797718 - --- Energy: 34.54578297303628 - --- Workload: 191720000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 362 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0100-0200' ---- Neighbour 0 in the list of neghbours, And at position 16 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-2-2' +--- Neighbour 0 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 0000-0000 + --- Configuration: 111111-2-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 233 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 0110-0300 - --- Distance from that configuration: [1.] - --- Energy efficiency: 5549728340.797718 - --- Energy: 34.54578297303628 - --- Workload: 191720000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 172 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 198 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4197888462.103562 - --- Energy: 35.26956535624208 - --- Workload: 148058000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 104 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 65 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4093227346.033253 - --- Energy: 35.39655176899871 - --- Workload: 144886000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 122 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 131 in the X datas point -------------- - --- Configuration: 0200-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4242843383.922169 - --- Energy: 35.404255909220375 - --- Workload: 150215000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 121 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 104 in the X datas point -------------- - --- Configuration: 0110-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5162462701.2069845 - --- Energy: 35.42009012551951 - --- Workload: 182855000000.0 + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 85 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 362 in the X datas point -------------- - --- Configuration: 0001-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4385426351.149858 - --- Energy: 36.59285860316189 - --- Workload: 160475000000.0 + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 82 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 139 in the X datas point -------------- - --- Configuration: 0101-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5549420363.04308 - --- Energy: 37.334916995372765 - --- Workload: 207187000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 141 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 147 in the X datas point -------------- - --- Configuration: 0202-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7512075661.626064 - --- Energy: 40.5630522502661 - --- Workload: 304712000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 103 in the X datas point -------------- - --- Configuration: 0000-2200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 122 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 131 in the X datas point -------------- - --- Configuration: 0200-0100 - --- Energy efficiency: 4242843383.922169 - --- Energy: 35.404255909220375 - --- Workload: 150215000000.0 + --- Configuration: 111111-1-2 + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (35.404255909220375 mAh) it is NOT far from the median. ---- Median :35.404255909220375, the gap is : 10 ---- So No we don't romove this configuration '0100-0200' - --- remove_aberrant_points: The value [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '1101-2000' +--- The energy of the current configuration (66.3842172994299 mAh) it is NOT far from the median. +--- Median :66.3842172994299, the gap is : 10 +--- So No we don't romove this configuration '111111-2-2' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '033333-0-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1101-2000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '033333-0-2' --- Neighbour 0 in the list of neghbours, And at position 105 in the X datas point -------------- - --- Configuration: 1101-2000 + --- Configuration: 033333-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 6788174999.151478 - --- Energy: 36.70897651674008 - --- Workload: 249187000000.0 + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 47 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 338 in the X datas point -------------- - --- Configuration: 1001-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Configuration: 033333-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12910472329.630178 + --- Energy: 89.67295919976871 + --- Workload: 1157720000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 34 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 156 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 84 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 483 in the X datas point -------------- - --- Configuration: 2002-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7263008047.412917 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 91 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 505 in the X datas point -------------- - --- Configuration: 0101-2020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8367150566.874451 - --- Energy: 43.37670883350873 - --- Workload: 362938000000.0 + --- Configuration: 022222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 128 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 1001-2002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9165566798.65083 - --- Energy: 65.10994999301121 - --- Workload: 596772000000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 133 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 43 in the X datas point -------------- - --- Configuration: 0111-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6681499595.769274 - --- Energy: 37.38840673928198 - --- Workload: 249811000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 165 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 61 in the X datas point -------------- - --- Configuration: 1111-2002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10098612955.510561 - --- Energy: 67.2428641168314 - --- Workload: 679060000000.0 + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 177 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 75 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5065035050.042546 - --- Energy: 35.13598057141005 - --- Workload: 177965000000.0 + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1101-2000' ---- Neighbour 0 in the list of neghbours, And at position 177 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '033333-0-2' +--- Neighbour 0 in the list of neghbours, And at position 505 in the X datas point -------------- - --- Configuration: 2200-2000 + --- Configuration: 022222-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 5065035050.042546 - --- Energy: 35.13598057141005 - --- Workload: 177965000000.0 + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 75 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 022222-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 105 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 43 in the X datas point -------------- - --- Configuration: 1101-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6788174999.151478 - --- Energy: 36.70897651674008 - --- Workload: 249187000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 483 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 133 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 34 in the X datas point -------------- - --- Configuration: 0111-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6681499595.769274 - --- Energy: 37.38840673928198 - --- Workload: 249811000000.0 + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 47 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 61 in the X datas point -------------- - --- Configuration: 1001-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 84 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 156 in the X datas point -------------- - --- Configuration: 2002-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7263008047.412917 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 91 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 105 in the X datas point -------------- - --- Configuration: 0101-2020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8367150566.874451 - --- Energy: 43.37670883350873 - --- Workload: 362938000000.0 + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 128 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 338 in the X datas point -------------- - --- Configuration: 1001-2002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9165566798.65083 - --- Energy: 65.10994999301121 - --- Workload: 596772000000.0 + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12910472329.630178 + --- Energy: 89.67295919976871 + --- Workload: 1157720000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 165 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 1111-2002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10098612955.510561 - --- Energy: 67.2428641168314 - --- Workload: 679060000000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 133 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 34 in the X datas point -------------- - --- Configuration: 0111-2000 - --- Energy efficiency: 6681499595.769274 - --- Energy: 37.38840673928198 - --- Workload: 249811000000.0 + --- Configuration: 033333-0-3 + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (37.38840673928198 mAh) it is NOT far from the median. ---- Median :37.38840673928198, the gap is : 10 ---- So No we don't romove this configuration '1101-2000' - --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1] ---- Computing the list of the 10 first neighbours of '0333-0011' +--- The energy of the current configuration (80.89218696331669 mAh) it is NOT far from the median. +--- Median :80.89218696331669, the gap is : 10 +--- So No we don't romove this configuration '033333-0-2' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '011110-1-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0333-0011' +--- Ordered by distance, Printing the list of the 10 first neighbours of '011110-1-1' --- Neighbour 0 in the list of neghbours, And at position 106 in the X datas point -------------- - --- Configuration: 0333-0011 + --- Configuration: 011110-1-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 9607255399.277534 - --- Energy: 65.95120166169613 - --- Workload: 633609000000.0 + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 149 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 257 in the X datas point -------------- - --- Configuration: 0033-0011 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8411277841.329655 - --- Energy: 59.541753106093076 - --- Workload: 500822000000.0 + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 60 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 325 in the X datas point -------------- - --- Configuration: 0330-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7854719115.244439 - --- Energy: 56.794731664850964 - --- Workload: 446108000000.0 + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 188 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 423 in the X datas point -------------- - --- Configuration: 0333-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8955437741.79682 - --- Energy: 70.26399021141525 - --- Workload: 629243000000.0 + --- Configuration: 011100-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 189 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 5 in the X datas point -------------- - --- Configuration: 3333-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9681573061.991112 - --- Energy: 64.59775499830239 - --- Workload: 625410000000.0 + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 246 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 85 in the X datas point -------------- - --- Configuration: 0330-1011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9121757215.309958 - --- Energy: 48.6433554663716 - --- Workload: 443713000000.0 + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 89 in the X datas point -------------- - --- Configuration: 0303-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8236960890.90969 - --- Energy: 61.00540758755291 - --- Workload: 502499000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 100 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 141 in the X datas point -------------- - --- Configuration: 3333-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 212 in the X datas point -------------- - --- Configuration: 0303-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0333-0011' ---- Neighbour 0 in the list of neghbours, And at position 56 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '011110-1-1' +--- Neighbour 0 in the list of neghbours, And at position 89 in the X datas point -------------- - --- Configuration: 0303-0000 + --- Configuration: 111110-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 246 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 141 in the X datas point -------------- - --- Configuration: 0330-1011 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9121757215.309958 - --- Energy: 48.6433554663716 - --- Workload: 443713000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 60 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 106 in the X datas point -------------- - --- Configuration: 0330-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7854719115.244439 - --- Energy: 56.794731664850964 - --- Workload: 446108000000.0 + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 423 in the X datas point -------------- - --- Configuration: 3333-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Configuration: 011100-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 149 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 325 in the X datas point -------------- - --- Configuration: 0033-0011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8411277841.329655 - --- Energy: 59.541753106093076 - --- Workload: 500822000000.0 + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 100 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 212 in the X datas point -------------- - --- Configuration: 0303-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8236960890.90969 - --- Energy: 61.00540758755291 - --- Workload: 502499000000.0 + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 189 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 257 in the X datas point -------------- - --- Configuration: 3333-0001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9681573061.991112 - --- Energy: 64.59775499830239 - --- Workload: 625410000000.0 + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 106 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 5 in the X datas point -------------- - --- Configuration: 0333-0011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9607255399.277534 - --- Energy: 65.95120166169613 - --- Workload: 633609000000.0 + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 188 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 85 in the X datas point -------------- - --- Configuration: 0333-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8955437741.79682 - --- Energy: 70.26399021141525 - --- Workload: 629243000000.0 + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 149 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 325 in the X datas point -------------- - --- Configuration: 0033-0011 - --- Energy efficiency: 8411277841.329655 - --- Energy: 59.541753106093076 - --- Workload: 500822000000.0 + --- Configuration: 111110-1-1 + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (59.541753106093076 mAh) it is NOT far from the median. ---- Median :59.541753106093076, the gap is : 10 ---- So No we don't romove this configuration '0333-0011' - --- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '1011-3330' +--- The energy of the current configuration (40.707805921643576 mAh) it is NOT far from the median. +--- Median :40.707805921643576, the gap is : 10 +--- So No we don't romove this configuration '011110-1-1' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 1, 0, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '333033-0-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1011-3330' +--- Ordered by distance, Printing the list of the 10 first neighbours of '333033-0-0' --- Neighbour 0 in the list of neghbours, And at position 107 in the X datas point -------------- - --- Configuration: 1011-3330 + --- Configuration: 333033-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 10000990098.019703 - --- Energy: 50.66357196918862 - --- Workload: 506686000000.0 + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 206 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 183 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [1.] - --- Energy efficiency: 10558457958.332102 - --- Energy: 49.51707772839275 - --- Workload: 522824000000.0 + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 108 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 308 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8871225293.637558 - --- Energy: 42.90551410725298 - --- Workload: 380626000000.0 + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 169 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 385 in the X datas point -------------- - --- Configuration: 1111-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10965958375.4152 - --- Energy: 49.989818506242955 - --- Workload: 548186000000.0 + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 195 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 388 in the X datas point -------------- - --- Configuration: 1011-0330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8886756067.432705 - --- Energy: 42.76899541535147 - --- Workload: 380079000000.0 + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 197 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 590 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8938627384.378855 - --- Energy: 42.547359911496315 - --- Workload: 380315000000.0 + --- Configuration: 303033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10435766293.101019 + --- Energy: 50.121642670795254 + --- Workload: 523058000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 225 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 153 in the X datas point -------------- - --- Configuration: 1001-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9487576019.202854 - --- Energy: 49.10228531809563 - --- Workload: 465862000000.0 + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 155 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 78 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 170 in the X datas point -------------- - --- Configuration: 1001-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9166575000.916658 - --- Energy: 50.735447078258076 - --- Workload: 465069000000.0 + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 180 in the X datas point -------------- - --- Configuration: 1011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8782098570.274353 - --- Energy: 43.085080854083536 - --- Workload: 378377000000.0 + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1011-3330' ---- Neighbour 0 in the list of neghbours, And at position 197 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333033-0-0' +--- Neighbour 0 in the list of neghbours, And at position 183 in the X datas point -------------- - --- Configuration: 1011-3030 + --- Configuration: 222022-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 8938627384.378855 - --- Energy: 42.547359911496315 - --- Workload: 380315000000.0 + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 195 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 388 in the X datas point -------------- - --- Configuration: 1011-0330 - --- Distance from that configuration: [1.] - --- Energy efficiency: 8886756067.432705 - --- Energy: 42.76899541535147 - --- Workload: 380079000000.0 + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 108 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 155 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8871225293.637558 - --- Energy: 42.90551410725298 - --- Workload: 380626000000.0 + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 117 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 590 in the X datas point -------------- - --- Configuration: 1011-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8782098570.274353 - --- Energy: 43.085080854083536 - --- Workload: 378377000000.0 + --- Configuration: 303033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10435766293.101019 + --- Energy: 50.121642670795254 + --- Workload: 523058000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 225 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 107 in the X datas point -------------- - --- Configuration: 1001-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9487576019.202854 - --- Energy: 49.10228531809563 - --- Workload: 465862000000.0 + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 206 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 170 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10558457958.332102 - --- Energy: 49.51707772839275 - --- Workload: 522824000000.0 + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 169 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 153 in the X datas point -------------- - --- Configuration: 1111-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10965958375.4152 - --- Energy: 49.989818506242955 - --- Workload: 548186000000.0 + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 180 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10000990098.019703 - --- Energy: 50.66357196918862 - --- Workload: 506686000000.0 + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 78 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 385 in the X datas point -------------- - --- Configuration: 1001-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9166575000.916658 - --- Energy: 50.735447078258076 - --- Workload: 465069000000.0 + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 308 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 225 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 107 in the X datas point -------------- - --- Configuration: 1001-3330 - --- Energy efficiency: 9487576019.202854 - --- Energy: 49.10228531809563 - --- Workload: 465862000000.0 + --- Configuration: 333033-0-0 + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (49.10228531809563 mAh) it is NOT far from the median. ---- Median :49.10228531809563, the gap is : 10 ---- So No we don't romove this configuration '1011-3330' - --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0] ---- Computing the list of the 10 first neighbours of '1011-3030' +--- The energy of the current configuration (55.6549041743458 mAh) it is NOT far from the median. +--- Median :55.6549041743458, the gap is : 10 +--- So No we don't romove this configuration '333033-0-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '002200-2-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1011-3030' +--- Ordered by distance, Printing the list of the 10 first neighbours of '002200-2-2' --- Neighbour 0 in the list of neghbours, And at position 108 in the X datas point -------------- - --- Configuration: 1011-3030 + --- Configuration: 002200-2-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 8871225293.637558 - --- Energy: 42.90551410725298 - --- Workload: 380626000000.0 + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 197 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 600 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [1.] - --- Energy efficiency: 8938627384.378855 - --- Energy: 42.547359911496315 - --- Workload: 380315000000.0 + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 750 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10000990098.019703 - --- Energy: 50.66357196918862 - --- Workload: 506686000000.0 + --- Configuration: 002000-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5682237892.57161 + --- Energy: 13.395917496938448 + --- Workload: 76118600000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 206 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 197 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10558457958.332102 - --- Energy: 49.51707772839275 - --- Workload: 522824000000.0 + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 218 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 224 in the X datas point -------------- - --- Configuration: 1001-3030 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7964637011.668193 - --- Energy: 42.24457921399078 - --- Workload: 336462000000.0 + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 111 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 233 in the X datas point -------------- - --- Configuration: 0011-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6806981239.9597025 - --- Energy: 35.94259902860859 - --- Workload: 244660000000.0 + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 127 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 320 in the X datas point -------------- - --- Configuration: 2020-3030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7529950377.627011 - --- Energy: 41.87227309237855 - --- Workload: 315295000000.0 + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15067865666.964005 + --- Energy: 86.55908372523825 + --- Workload: 1304260000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 169 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 374 in the X datas point -------------- - --- Configuration: 1111-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10965958375.4152 - --- Energy: 49.989818506242955 - --- Workload: 548186000000.0 + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 195 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 444 in the X datas point -------------- - --- Configuration: 1011-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8886756067.432705 - --- Energy: 42.76899541535147 - --- Workload: 380079000000.0 + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985779259.648788 + --- Energy: 76.30755632960373 + --- Workload: 1067220000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 225 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 447 in the X datas point -------------- - --- Configuration: 1001-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9487576019.202854 - --- Energy: 49.10228531809563 - --- Workload: 465862000000.0 + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1011-3030' ---- Neighbour 0 in the list of neghbours, And at position 111 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '002200-2-2' +--- Neighbour 0 in the list of neghbours, And at position 750 in the X datas point -------------- - --- Configuration: 0011-3000 + --- Configuration: 002000-2-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 6806981239.9597025 - --- Energy: 35.94259902860859 - --- Workload: 244660000000.0 + --- Energy efficiency: 5682237892.57161 + --- Energy: 13.395917496938448 + --- Workload: 76118600000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 127 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 233 in the X datas point -------------- - --- Configuration: 2020-3030 - --- Distance from that configuration: [1.] - --- Energy efficiency: 7529950377.627011 - --- Energy: 41.87227309237855 - --- Workload: 315295000000.0 + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 218 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 108 in the X datas point -------------- - --- Configuration: 1001-3030 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7964637011.668193 - --- Energy: 42.24457921399078 - --- Workload: 336462000000.0 + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 197 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 224 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8938627384.378855 - --- Energy: 42.547359911496315 - --- Workload: 380315000000.0 + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 195 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 447 in the X datas point -------------- - --- Configuration: 1011-0330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8886756067.432705 - --- Energy: 42.76899541535147 - --- Workload: 380079000000.0 + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 108 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 197 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8871225293.637558 - --- Energy: 42.90551410725298 - --- Workload: 380626000000.0 + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 225 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 374 in the X datas point -------------- - --- Configuration: 1001-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9487576019.202854 - --- Energy: 49.10228531809563 - --- Workload: 465862000000.0 + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 206 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 444 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10558457958.332102 - --- Energy: 49.51707772839275 - --- Workload: 522824000000.0 + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985779259.648788 + --- Energy: 76.30755632960373 + --- Workload: 1067220000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 169 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 600 in the X datas point -------------- - --- Configuration: 1111-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10965958375.4152 - --- Energy: 49.989818506242955 - --- Workload: 548186000000.0 + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 320 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10000990098.019703 - --- Energy: 50.66357196918862 - --- Workload: 506686000000.0 + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15067865666.964005 + --- Energy: 86.55908372523825 + --- Workload: 1304260000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 195 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 447 in the X datas point -------------- - --- Configuration: 1011-0330 - --- Energy efficiency: 8886756067.432705 - --- Energy: 42.76899541535147 - --- Workload: 380079000000.0 + --- Configuration: 020200-2-2 + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (42.76899541535147 mAh) it is NOT far from the median. ---- Median :42.76899541535147, the gap is : 10 ---- So No we don't romove this configuration '1011-3030' - --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1] ---- Computing the list of the 10 first neighbours of '0010-0101' +--- The energy of the current configuration (72.91082650802181 mAh) it is NOT far from the median. +--- Median :72.91082650802181, the gap is : 10 +--- So No we don't romove this configuration '002200-2-2' + --- remove_aberrant_points: The value [1.0, 0, 0, 1, 1, 0, 0, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '011110-3-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0010-0101' +--- Ordered by distance, Printing the list of the 10 first neighbours of '011110-3-1' --- Neighbour 0 in the list of neghbours, And at position 109 in the X datas point -------------- - --- Configuration: 0010-0101 + --- Configuration: 011110-3-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 6657080470.788732 - --- Energy: 41.37346586900227 - --- Workload: 275426000000.0 + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 8 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 257 in the X datas point -------------- - --- Configuration: 0020-0202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8089829466.394849 - --- Energy: 66.44909360627778 - --- Workload: 537560000000.0 + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 333 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 81 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 0000-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3321398441.599851 - --- Energy: 35.588916806469584 - --- Workload: 118205000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 121 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 71 in the X datas point -------------- - --- Configuration: 0110-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5162462701.2069845 - --- Energy: 35.42009012551951 - --- Workload: 182855000000.0 + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 151 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 93 in the X datas point -------------- - --- Configuration: 0010-0011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6634071263.19351 - --- Energy: 41.98663362868059 - --- Workload: 278542000000.0 + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 203 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 97 in the X datas point -------------- - --- Configuration: 0010-0222 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9876153040.867521 - --- Energy: 82.55859277633934 - --- Workload: 815359000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 100 in the X datas point -------------- - --- Configuration: 0011-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 204 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 205 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0010-0101' ---- Neighbour 0 in the list of neghbours, And at position 17 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '011110-3-1' +--- Neighbour 0 in the list of neghbours, And at position 100 in the X datas point -------------- - --- Configuration: 0000-0000 + --- Configuration: 011010-2-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 257 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 121 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 0110-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5162462701.2069845 - --- Energy: 35.42009012551951 - --- Workload: 182855000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 81 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 333 in the X datas point -------------- - --- Configuration: 0000-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3321398441.599851 - --- Energy: 35.588916806469584 - --- Workload: 118205000000.0 + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 109 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 204 in the X datas point -------------- - --- Configuration: 0010-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6657080470.788732 - --- Energy: 41.37346586900227 - --- Workload: 275426000000.0 + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 151 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 93 in the X datas point -------------- - --- Configuration: 0010-0011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6634071263.19351 - --- Energy: 41.98663362868059 - --- Workload: 278542000000.0 + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 97 in the X datas point -------------- - --- Configuration: 0011-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 205 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 8 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 109 in the X datas point -------------- - --- Configuration: 0020-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8089829466.394849 - --- Energy: 66.44909360627778 - --- Workload: 537560000000.0 + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 203 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 71 in the X datas point -------------- - --- Configuration: 0010-0222 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9876153040.867521 - --- Energy: 82.55859277633934 - --- Workload: 815359000000.0 + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 109 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 204 in the X datas point -------------- - --- Configuration: 0010-0101 - --- Energy efficiency: 6657080470.788732 - --- Energy: 41.37346586900227 - --- Workload: 275426000000.0 + --- Configuration: 110110-3-1 + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (41.37346586900227 mAh) it is NOT far from the median. ---- Median :41.37346586900227, the gap is : 10 ---- So No we don't romove this configuration '0010-0101' - --- remove_aberrant_points: The value [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0] ---- Computing the list of the 10 first neighbours of '0110-0010' +--- The energy of the current configuration (69.8226407220911 mAh) it is NOT far from the median. +--- Median :69.8226407220911, the gap is : 10 +--- So No we don't romove this configuration '011110-3-1' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 1, 0, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '200202-3-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0110-0010' +--- Ordered by distance, Printing the list of the 10 first neighbours of '200202-3-0' --- Neighbour 0 in the list of neghbours, And at position 110 in the X datas point -------------- - --- Configuration: 0110-0010 + --- Configuration: 200202-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 5194211570.625695 - --- Energy: 35.648662348871625 - --- Workload: 185167000000.0 + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 88 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 480 in the X datas point -------------- - --- Configuration: 0110-0020 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5821399464.43125 - --- Energy: 36.31061849927073 - --- Workload: 211379000000.0 + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 221 in the X datas point -------------- - --- Configuration: 0020-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 38 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 350 in the X datas point -------------- - --- Configuration: 1110-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2905397356.669485 - --- Energy: 30.668041259477853 - --- Workload: 89102900000.0 + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 367 in the X datas point -------------- - --- Configuration: 0111-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3139835723.7949314 - --- Energy: 40.0701934667281 - --- Workload: 125814000000.0 + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 86 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 386 in the X datas point -------------- - --- Configuration: 0220-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5040602049.508794 - --- Energy: 36.67117347490831 - --- Workload: 184845000000.0 + --- Configuration: 220002-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 121 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 397 in the X datas point -------------- - --- Configuration: 0110-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5162462701.2069845 - --- Energy: 35.42009012551951 - --- Workload: 182855000000.0 + --- Configuration: 100101-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 151 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 460 in the X datas point -------------- - --- Configuration: 0010-0011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6634071263.19351 - --- Energy: 41.98663362868059 - --- Workload: 278542000000.0 + --- Configuration: 110101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11763017543.364365 + --- Energy: 58.12337398418788 + --- Workload: 683706000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 155 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 508 in the X datas point -------------- - --- Configuration: 0200-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3751444306.0578322 - --- Energy: 34.495214714826176 - --- Workload: 129407000000.0 + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 509 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 000202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0110-0010' ---- Neighbour 0 in the list of neghbours, And at position 16 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '200202-3-0' +--- Neighbour 0 in the list of neghbours, And at position 397 in the X datas point -------------- - --- Configuration: 0000-0000 + --- Configuration: 100101-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 38 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 509 in the X datas point -------------- - --- Configuration: 1110-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2905397356.669485 - --- Energy: 30.668041259477853 - --- Workload: 89102900000.0 + --- Configuration: 000202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 155 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 480 in the X datas point -------------- - --- Configuration: 0200-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3751444306.0578322 - --- Energy: 34.495214714826176 - --- Workload: 129407000000.0 + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 121 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 508 in the X datas point -------------- - --- Configuration: 0110-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5162462701.2069845 - --- Energy: 35.42009012551951 - --- Workload: 182855000000.0 + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 110 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 350 in the X datas point -------------- - --- Configuration: 0110-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5194211570.625695 - --- Energy: 35.648662348871625 - --- Workload: 185167000000.0 + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 88 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 386 in the X datas point -------------- - --- Configuration: 0110-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5821399464.43125 - --- Energy: 36.31061849927073 - --- Workload: 211379000000.0 + --- Configuration: 220002-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 86 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 460 in the X datas point -------------- - --- Configuration: 0220-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5040602049.508794 - --- Energy: 36.67117347490831 - --- Workload: 184845000000.0 + --- Configuration: 110101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11763017543.364365 + --- Energy: 58.12337398418788 + --- Workload: 683706000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 110 in the X datas point -------------- - --- Configuration: 0020-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 367 in the X datas point -------------- - --- Configuration: 0111-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3139835723.7949314 - --- Energy: 40.0701934667281 - --- Workload: 125814000000.0 + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 151 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 221 in the X datas point -------------- - --- Configuration: 0010-0011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6634071263.19351 - --- Energy: 41.98663362868059 - --- Workload: 278542000000.0 + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 110 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 350 in the X datas point -------------- - --- Configuration: 0110-0010 - --- Energy efficiency: 5194211570.625695 - --- Energy: 35.648662348871625 - --- Workload: 185167000000.0 + --- Configuration: 300300-3-0 + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (35.648662348871625 mAh) it is NOT far from the median. ---- Median :35.648662348871625, the gap is : 10 ---- So No we don't romove this configuration '0110-0010' - --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '0011-3000' +--- The energy of the current configuration (65.7590425822352 mAh) is far from the median. +--- Median :53.6505919747787, the gap is : 10 +--- So yes we remove this configuration '200202-3-0' +--- remove_aberrant_points: The value [1.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '111111-0-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0011-3000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-0-2' --- Neighbour 0 in the list of neghbours, And at position 111 in the X datas point -------------- - --- Configuration: 0011-3000 + --- Configuration: 111111-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 6806981239.9597025 - --- Energy: 35.94259902860859 - --- Workload: 244660000000.0 + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 9 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 65 in the X datas point -------------- - --- Configuration: 0010-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6532788063.289651 - --- Energy: 42.64544340651106 - --- Workload: 278594000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 24 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 131 in the X datas point -------------- - --- Configuration: 0000-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3307720550.5370083 - --- Energy: 35.59789292409111 - --- Workload: 117748000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 169 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 99 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 369 in the X datas point -------------- - --- Configuration: 0011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7849108733.703288 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 108 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 2 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8871225293.637558 - --- Energy: 42.90551410725298 - --- Workload: 380626000000.0 + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 126 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 5 in the X datas point -------------- - --- Configuration: 0002-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5449442794.474265 - --- Energy: 38.132247384977575 - --- Workload: 207799000000.0 + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 133 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 66 in the X datas point -------------- - --- Configuration: 0111-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6681499595.769274 - --- Energy: 37.38840673928198 - --- Workload: 249811000000.0 + --- Configuration: 101101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 197 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 80 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8938627384.378855 - --- Energy: 42.547359911496315 - --- Workload: 380315000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 212 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 85 in the X datas point -------------- - --- Configuration: 0022-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9258659160.980307 - --- Energy: 46.9330182291436 - --- Workload: 434536000000.0 + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0011-3000' ---- Neighbour 0 in the list of neghbours, And at position 24 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-0-2' +--- Neighbour 0 in the list of neghbours, And at position 2 in the X datas point -------------- - --- Configuration: 0000-3000 + --- Configuration: 110111-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 3307720550.5370083 - --- Energy: 35.59789292409111 - --- Workload: 117748000000.0 + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 111 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 66 in the X datas point -------------- - --- Configuration: 0011-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6806981239.9597025 - --- Energy: 35.94259902860859 - --- Workload: 244660000000.0 + --- Configuration: 101101-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 133 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 111 in the X datas point -------------- - --- Configuration: 0111-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6681499595.769274 - --- Energy: 37.38840673928198 - --- Workload: 249811000000.0 + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 126 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 5 in the X datas point -------------- - --- Configuration: 0002-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5449442794.474265 - --- Energy: 38.132247384977575 - --- Workload: 207799000000.0 + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 80 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 99 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 85 in the X datas point -------------- - --- Configuration: 0011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7849108733.703288 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 197 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 65 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8938627384.378855 - --- Energy: 42.547359911496315 - --- Workload: 380315000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 9 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 131 in the X datas point -------------- - --- Configuration: 0010-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6532788063.289651 - --- Energy: 42.64544340651106 - --- Workload: 278594000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 108 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 369 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8871225293.637558 - --- Energy: 42.90551410725298 - --- Workload: 380626000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 212 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 169 in the X datas point -------------- - --- Configuration: 0022-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9258659160.980307 - --- Energy: 46.9330182291436 - --- Workload: 434536000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 66 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 80 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 110111-1-2 + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (39.00759503929043 mAh) it is NOT far from the median. ---- Median :39.00759503929043, the gap is : 10 ---- So No we don't romove this configuration '0011-3000' - --- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '0020-2000' +--- The energy of the current configuration (64.195799103128 mAh) it is NOT far from the median. +--- Median :64.195799103128, the gap is : 10 +--- So No we don't romove this configuration '111111-0-2' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '330033-3-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0020-2000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '330033-3-0' --- Neighbour 0 in the list of neghbours, And at position 112 in the X datas point -------------- - --- Configuration: 0020-2000 + --- Configuration: 330033-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 4244013818.5089927 - --- Energy: 35.41951635507749 - --- Workload: 150321000000.0 + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 134 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 89 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 379 in the X datas point -------------- - --- Configuration: 0030-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4809102669.532892 - --- Energy: 35.93660318178646 - --- Workload: 172823000000.0 + --- Configuration: 220022-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14371553521.821047 + --- Energy: 61.0078855819444 + --- Workload: 876778000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 210 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 603 in the X datas point -------------- - --- Configuration: 0220-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5281811027.365063 - --- Energy: 35.274079340197716 - --- Workload: 186311000000.0 + --- Configuration: 030033-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12516443477.618721 + --- Energy: 70.02713675655465 + --- Workload: 876491000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 69 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 764 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 330030-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5810507722.1647625 + --- Energy: 13.028609429521124 + --- Workload: 75702900000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 76 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 171 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3331046015.069652 - --- Energy: 35.40657570372512 - --- Workload: 117941000000.0 + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 124 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 223 in the X datas point -------------- - --- Configuration: 0020-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8376542330.856669 - --- Energy: 48.301162810596125 - --- Workload: 404596000000.0 + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 131 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 309 in the X datas point -------------- - --- Configuration: 0020-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6670179627.937381 - --- Energy: 41.85807704041302 - --- Workload: 279201000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 140 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 315 in the X datas point -------------- - --- Configuration: 2020-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6005284650.492433 - --- Energy: 34.65163368892841 - --- Workload: 208093000000.0 + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 147 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 319 in the X datas point -------------- - --- Configuration: 1010-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5000900162.029165 - --- Energy: 35.48607288213239 - --- Workload: 177462000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0020-2000' ---- Neighbour 0 in the list of neghbours, And at position 140 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '330033-3-0' +--- Neighbour 0 in the list of neghbours, And at position 764 in the X datas point -------------- - --- Configuration: 2020-1000 + --- Configuration: 330030-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 6005284650.492433 - --- Energy: 34.65163368892841 - --- Workload: 208093000000.0 + --- Energy efficiency: 5810507722.1647625 + --- Energy: 13.028609429521124 + --- Workload: 75702900000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 210 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 171 in the X datas point -------------- - --- Configuration: 0220-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5281811027.365063 - --- Energy: 35.274079340197716 - --- Workload: 186311000000.0 + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 76 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 379 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3331046015.069652 - --- Energy: 35.40657570372512 - --- Workload: 117941000000.0 + --- Configuration: 220022-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14371553521.821047 + --- Energy: 61.0078855819444 + --- Workload: 876778000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 112 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 134 in the X datas point -------------- - --- Configuration: 0020-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4244013818.5089927 - --- Energy: 35.41951635507749 - --- Workload: 150321000000.0 + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 147 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 603 in the X datas point -------------- - --- Configuration: 1010-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5000900162.029165 - --- Energy: 35.48607288213239 - --- Workload: 177462000000.0 + --- Configuration: 030033-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12516443477.618721 + --- Energy: 70.02713675655465 + --- Workload: 876491000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 89 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 315 in the X datas point -------------- - --- Configuration: 0030-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4809102669.532892 - --- Energy: 35.93660318178646 - --- Workload: 172823000000.0 + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 69 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 112 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 319 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 131 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 223 in the X datas point -------------- - --- Configuration: 0020-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6670179627.937381 - --- Energy: 41.85807704041302 - --- Workload: 279201000000.0 + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 124 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 309 in the X datas point -------------- - --- Configuration: 0020-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8376542330.856669 - --- Energy: 48.301162810596125 - --- Workload: 404596000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 147 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 603 in the X datas point -------------- - --- Configuration: 1010-2000 - --- Energy efficiency: 5000900162.029165 - --- Energy: 35.48607288213239 - --- Workload: 177462000000.0 + --- Configuration: 030033-3-0 + --- Energy efficiency: 12516443477.618721 + --- Energy: 70.02713675655465 + --- Workload: 876491000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (35.48607288213239 mAh) it is NOT far from the median. ---- Median :35.48607288213239, the gap is : 10 ---- So No we don't romove this configuration '0020-2000' - --- remove_aberrant_points: The value [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 1] ---- Computing the list of the 10 first neighbours of '3303-1011' +--- The energy of the current configuration (83.5387640803202 mAh) is far from the median. +--- Median :70.02713675655465, the gap is : 10 +--- So yes we remove this configuration '330033-3-0' +--- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '222202-2-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3303-1011' +--- Ordered by distance, Printing the list of the 10 first neighbours of '222202-2-1' --- Neighbour 0 in the list of neghbours, And at position 113 in the X datas point -------------- - --- Configuration: 3303-1011 + --- Configuration: 222202-2-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 10227751572.005417 - --- Energy: 73.37868558375581 - --- Workload: 750499000000.0 + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 14 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 396 in the X datas point -------------- - --- Configuration: 3303-1010 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9340120487.55429 - --- Energy: 67.3857084084629 - --- Workload: 629393000000.0 + --- Configuration: 222202-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16284841418.21427 + --- Energy: 69.9632088197462 + --- Workload: 1139340000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 138 in the X datas point -------------- - --- Configuration: 0303-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8236960890.90969 - --- Energy: 61.00540758755291 - --- Workload: 502499000000.0 + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 160 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 175 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 473 in the X datas point -------------- - --- Configuration: 3333-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11523551835.240866 - --- Energy: 83.54140347554512 - --- Workload: 962694000000.0 + --- Configuration: 222222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16028749164.501448 + --- Energy: 76.22620686685552 + --- Workload: 1221810000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 182 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 18 in the X datas point -------------- - --- Configuration: 3303-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10225586667.47108 - --- Energy: 73.36262541667716 - --- Workload: 750176000000.0 + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 211 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 0303-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8479966080.135679 - --- Energy: 59.193870361299275 - --- Workload: 501963000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 38 in the X datas point -------------- - --- Configuration: 0003-1001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6806147312.252427 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 50 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 59 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 62 in the X datas point -------------- - --- Configuration: 3330-1111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9820095844.135439 - --- Energy: 58.230522602615636 - --- Workload: 571832000000.0 + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3303-1011' ---- Neighbour 0 in the list of neghbours, And at position 40 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222202-2-1' +--- Neighbour 0 in the list of neghbours, And at position 38 in the X datas point -------------- - --- Configuration: 3300-1000 + --- Configuration: 111101-1-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 18 in the X datas point -------------- - --- Configuration: 0003-1001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6806147312.252427 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Configuration: 022202-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 59 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 3330-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9820095844.135439 - --- Energy: 58.230522602615636 - --- Workload: 571832000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 211 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 50 in the X datas point -------------- - --- Configuration: 0303-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8479966080.135679 - --- Energy: 59.193870361299275 - --- Workload: 501963000000.0 + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 396 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16284841418.21427 + --- Energy: 69.9632088197462 + --- Workload: 1139340000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 113 in the X datas point -------------- - --- Configuration: 0303-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8236960890.90969 - --- Energy: 61.00540758755291 - --- Workload: 502499000000.0 + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 14 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 160 in the X datas point -------------- - --- Configuration: 3303-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9340120487.55429 - --- Energy: 67.3857084084629 - --- Workload: 629393000000.0 + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 182 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 473 in the X datas point -------------- - --- Configuration: 3303-0111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10225586667.47108 - --- Energy: 73.36262541667716 - --- Workload: 750176000000.0 + --- Configuration: 222222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16028749164.501448 + --- Energy: 76.22620686685552 + --- Workload: 1221810000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 113 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 62 in the X datas point -------------- - --- Configuration: 3303-1011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10227751572.005417 - --- Energy: 73.37868558375581 - --- Workload: 750499000000.0 + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 175 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 138 in the X datas point -------------- - --- Configuration: 3333-1111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11523551835.240866 - --- Energy: 83.54140347554512 - --- Workload: 962694000000.0 + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 11 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 396 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 222202-2-1 + --- Energy efficiency: 16284841418.21427 + --- Energy: 69.9632088197462 + --- Workload: 1139340000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (73.37868558375581 mAh) is far from the median. ---- Median :59.94594005320708, the gap is : 10 ---- So yes we remove this configuration '3303-1011' ---- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 1] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '3000-2000' +--- The energy of the current configuration (69.9632088197462 mAh) it is NOT far from the median. +--- Median :69.9632088197462, the gap is : 10 +--- So No we don't romove this configuration '222202-2-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '030033-0-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3000-2000' ---- Neighbour 0 in the list of neghbours, And at position 45 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '030033-0-1' +--- Neighbour 0 in the list of neghbours, And at position 114 in the X datas point -------------- - --- Configuration: 3000-2000 + --- Configuration: 030033-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 114 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 96 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 3742206854.226074 - --- Energy: 34.88131927324178 - --- Workload: 130533000000.0 + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 29 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 102 in the X datas point -------------- - --- Configuration: 3000-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 126 in the X datas point -------------- - --- Configuration: 3300-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 44 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 235 in the X datas point -------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 69 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 364 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 000033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 71 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 401 in the X datas point -------------- - --- Configuration: 3000-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6519117311.516021 - --- Energy: 42.79271109577192 - --- Workload: 278971000000.0 + --- Configuration: 330033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12619618206.070793 + --- Energy: 80.8971097844968 + --- Workload: 1020890000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 215 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 521 in the X datas point -------------- - --- Configuration: 3030-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5441732647.675019 - --- Energy: 35.287807273153724 - --- Workload: 192027000000.0 + --- Configuration: 030003-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7055470105.973162 + --- Energy: 35.8863088610274 + --- Workload: 253195000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 588 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 330033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14150676402.332033 + --- Energy: 65.34824041069513 + --- Workload: 924722000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 709 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 030333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13867452119.154696 + --- Energy: 66.87351339419763 + --- Workload: 927365000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3000-2000' ---- Neighbour 0 in the list of neghbours, And at position 18 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '030033-0-1' +--- Neighbour 0 in the list of neghbours, And at position 235 in the X datas point -------------- - --- Configuration: 3000-0000 + --- Configuration: 330030-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 114 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 102 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 3742206854.226074 - --- Energy: 34.88131927324178 - --- Workload: 130533000000.0 + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 215 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 521 in the X datas point -------------- - --- Configuration: 3030-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5441732647.675019 - --- Energy: 35.287807273153724 - --- Workload: 192027000000.0 + --- Configuration: 030003-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7055470105.973162 + --- Energy: 35.8863088610274 + --- Workload: 253195000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 29 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 364 in the X datas point -------------- - --- Configuration: 3000-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Configuration: 000033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 69 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 114 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 44 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 588 in the X datas point -------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 + --- Configuration: 330033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14150676402.332033 + --- Energy: 65.34824041069513 + --- Workload: 924722000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 96 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 126 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 709 in the X datas point -------------- - --- Configuration: 3300-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Configuration: 030333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13867452119.154696 + --- Energy: 66.87351339419763 + --- Workload: 927365000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 71 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 401 in the X datas point -------------- - --- Configuration: 3000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6519117311.516021 - --- Energy: 42.79271109577192 - --- Workload: 278971000000.0 + --- Configuration: 330033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12619618206.070793 + --- Energy: 80.8971097844968 + --- Workload: 1020890000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 69 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 114 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 030033-0-1 + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (36.241340818491324 mAh) it is NOT far from the median. ---- Median :36.241340818491324, the gap is : 10 ---- So No we don't romove this configuration '3000-2000' - --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1] ---- Computing the list of the 10 first neighbours of '0110-1001' +--- The energy of the current configuration (52.6346324100534 mAh) it is NOT far from the median. +--- Median :52.6346324100534, the gap is : 10 +--- So No we don't romove this configuration '030033-0-1' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 0, 1, 1, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '022222-2-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0110-1001' +--- Ordered by distance, Printing the list of the 10 first neighbours of '022222-2-0' --- Neighbour 0 in the list of neghbours, And at position 115 in the X datas point -------------- - --- Configuration: 0110-1001 + --- Configuration: 022222-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 7487495881.877265 - --- Energy: 41.820066635010036 - --- Workload: 313127000000.0 + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 94 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 18 in the X datas point -------------- - --- Configuration: 0220-1001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7282684688.88371 - --- Energy: 43.18443043197562 - --- Workload: 314499000000.0 + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 67 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 345 in the X datas point -------------- - --- Configuration: 0110-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6145261695.969323 - --- Energy: 51.31617435224532 - --- Workload: 315351000000.0 + --- Configuration: 011111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 162 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 356 in the X datas point -------------- - --- Configuration: 1100-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7522756337.9222145 - --- Energy: 41.562953026807364 - --- Workload: 312668000000.0 + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 200 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 395 in the X datas point -------------- - --- Configuration: 0111-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6254338947.644929 - --- Energy: 35.98594879953233 - --- Workload: 225068000000.0 + --- Configuration: 222222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 219 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 740 in the X datas point -------------- - --- Configuration: 0100-1011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8993129249.25357 - --- Energy: 47.97458475843469 - --- Workload: 431441000000.0 + --- Configuration: 020222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 247 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 52 in the X datas point -------------- - --- Configuration: 1110-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6238497769.737048 - --- Energy: 35.660197143265485 - --- Workload: 222466000000.0 + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 38 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 57 in the X datas point -------------- - --- Configuration: 1110-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 2905397356.669485 - --- Energy: 30.668041259477853 - --- Workload: 89102900000.0 + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 81 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 145 in the X datas point -------------- - --- Configuration: 0111-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3139835723.7949314 - --- Energy: 40.0701934667281 - --- Workload: 125814000000.0 + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0110-1001' ---- Neighbour 0 in the list of neghbours, And at position 38 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '022222-2-0' +--- Neighbour 0 in the list of neghbours, And at position 740 in the X datas point -------------- - --- Configuration: 1110-0000 + --- Configuration: 020222-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 2905397356.669485 - --- Energy: 30.668041259477853 - --- Workload: 89102900000.0 + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 247 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 395 in the X datas point -------------- - --- Configuration: 1110-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6238497769.737048 - --- Energy: 35.660197143265485 - --- Workload: 222466000000.0 + --- Configuration: 222222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 200 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 345 in the X datas point -------------- - --- Configuration: 0111-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6254338947.644929 - --- Energy: 35.98594879953233 - --- Workload: 225068000000.0 + --- Configuration: 011111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 356 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 145 in the X datas point -------------- - --- Configuration: 0111-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3139835723.7949314 - --- Energy: 40.0701934667281 - --- Workload: 125814000000.0 + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 162 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 81 in the X datas point -------------- - --- Configuration: 1100-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7522756337.9222145 - --- Energy: 41.562953026807364 - --- Workload: 312668000000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 115 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 18 in the X datas point -------------- - --- Configuration: 0110-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7487495881.877265 - --- Energy: 41.820066635010036 - --- Workload: 313127000000.0 + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 94 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 115 in the X datas point -------------- - --- Configuration: 0220-1001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7282684688.88371 - --- Energy: 43.18443043197562 - --- Workload: 314499000000.0 + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 219 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 57 in the X datas point -------------- - --- Configuration: 0100-1011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8993129249.25357 - --- Energy: 47.97458475843469 - --- Workload: 431441000000.0 + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 67 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 52 in the X datas point -------------- - --- Configuration: 0110-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6145261695.969323 - --- Energy: 51.31617435224532 - --- Workload: 315351000000.0 + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 48 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 145 in the X datas point -------------- - --- Configuration: 0111-0000 - --- Energy efficiency: 3139835723.7949314 - --- Energy: 40.0701934667281 - --- Workload: 125814000000.0 + --- Configuration: 111111-2-0 + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (40.0701934667281 mAh) it is NOT far from the median. ---- Median :40.0701934667281, the gap is : 10 ---- So No we don't romove this configuration '0110-1001' - --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1.0, 1, 1, 0, 1] ---- Computing the list of the 10 first neighbours of '3330-2202' +--- The energy of the current configuration (57.2873551037916 mAh) is far from the median. +--- Median :46.3133982052407, the gap is : 10 +--- So yes we remove this configuration '022222-2-0' +--- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '202222-3-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3330-2202' +--- Ordered by distance, Printing the list of the 10 first neighbours of '202222-3-1' --- Neighbour 0 in the list of neghbours, And at position 116 in the X datas point -------------- - --- Configuration: 3330-2202 + --- Configuration: 202222-3-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 10286076355.602003 - --- Energy: 84.88778487940925 - --- Workload: 873162000000.0 + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 248 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 72 in the X datas point -------------- - --- Configuration: 3300-2202 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9961846129.324686 - --- Energy: 83.53903174389984 - --- Workload: 832202000000.0 + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 59 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 130 in the X datas point -------------- - --- Configuration: 3330-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9820095844.135439 - --- Energy: 58.230522602615636 - --- Workload: 571832000000.0 + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 83 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 203 in the X datas point -------------- - --- Configuration: 3330-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9229945635.620207 - --- Energy: 51.28077619994492 - --- Workload: 473319000000.0 + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 144 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 251 in the X datas point -------------- - --- Configuration: 3333-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10947566629.6274 - --- Energy: 79.26313007840331 - --- Workload: 867738000000.0 + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 148 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 544 in the X datas point -------------- - --- Configuration: 3030-2002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8823477508.95583 - --- Energy: 65.30338482528335 - --- Workload: 576204000000.0 + --- Configuration: 202022-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 159 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 3330-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8262619084.997563 - --- Energy: 42.07329975259821 - --- Workload: 347637000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 193 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 3030-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9152396555.037937 - --- Energy: 48.568093302538465 - --- Workload: 444514000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 234 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 68 in the X datas point -------------- - --- Configuration: 3330-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7804268935.107504 - --- Energy: 38.575829271360156 - --- Workload: 301057000000.0 + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 23 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 73 in the X datas point -------------- - --- Configuration: 3333-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9963434196.49885 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3330-2202' ---- Neighbour 0 in the list of neghbours, And at position 234 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '202222-3-1' +--- Neighbour 0 in the list of neghbours, And at position 73 in the X datas point -------------- - --- Configuration: 3330-2000 + --- Configuration: 101111-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 7804268935.107504 - --- Energy: 38.575829271360156 - --- Workload: 301057000000.0 + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 159 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 3330-0101 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8262619084.997563 - --- Energy: 42.07329975259821 - --- Workload: 347637000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 193 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 130 in the X datas point -------------- - --- Configuration: 3030-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9152396555.037937 - --- Energy: 48.568093302538465 - --- Workload: 444514000000.0 + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 83 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 544 in the X datas point -------------- - --- Configuration: 3330-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9229945635.620207 - --- Energy: 51.28077619994492 - --- Workload: 473319000000.0 + --- Configuration: 202022-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 59 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 68 in the X datas point -------------- - --- Configuration: 3330-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9820095844.135439 - --- Energy: 58.230522602615636 - --- Workload: 571832000000.0 + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 148 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 72 in the X datas point -------------- - --- Configuration: 3030-2002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8823477508.95583 - --- Energy: 65.30338482528335 - --- Workload: 576204000000.0 + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 23 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 251 in the X datas point -------------- - --- Configuration: 3333-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9963434196.49885 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 144 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 203 in the X datas point -------------- - --- Configuration: 3333-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10947566629.6274 - --- Energy: 79.26313007840331 - --- Workload: 867738000000.0 + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 248 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 116 in the X datas point -------------- - --- Configuration: 3300-2202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9961846129.324686 - --- Energy: 83.53903174389984 - --- Workload: 832202000000.0 + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 116 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 3330-2202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10286076355.602003 - --- Energy: 84.88778487940925 - --- Workload: 873162000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 59 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 68 in the X datas point -------------- - --- Configuration: 3330-1111 - --- Energy efficiency: 9820095844.135439 - --- Energy: 58.230522602615636 - --- Workload: 571832000000.0 + --- Configuration: 333333-3-1 + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (84.88778487940925 mAh) is far from the median. ---- Median :58.230522602615636, the gap is : 10 ---- So yes we remove this configuration '3330-2202' ---- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1.0, 1, 1, 0, 1] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '1011-2200' +--- The energy of the current configuration (87.1615988005907 mAh) is far from the median. +--- Median :75.13916289414331, the gap is : 10 +--- So yes we remove this configuration '202222-3-1' +--- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '333333-2-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1011-2200' +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-2-2' --- Neighbour 0 in the list of neghbours, And at position 117 in the X datas point -------------- - --- Configuration: 1011-2200 + --- Configuration: 333333-2-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 8782098570.274353 - --- Energy: 43.085080854083536 - --- Workload: 378377000000.0 + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 99 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 267 in the X datas point -------------- - --- Configuration: 0011-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7849108733.703288 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Configuration: 333333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 130 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 2022-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10578920865.440357 - --- Energy: 50.18755172966964 - --- Workload: 530930000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 0011-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 47 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 32 in the X datas point -------------- - --- Configuration: 1001-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 62 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 78 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 214 in the X datas point -------------- - --- Configuration: 1001-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9166575000.916658 - --- Energy: 50.735447078258076 - --- Workload: 465069000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 100 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 258 in the X datas point -------------- - --- Configuration: 2222-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11468876336.840899 - --- Energy: 53.84120579706395 - --- Workload: 617498000000.0 + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 101 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 375 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6807769026.0124855 - --- Energy: 36.74164741869377 - --- Workload: 250128000000.0 + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 382 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10000990098.019703 - --- Energy: 50.66357196918862 - --- Workload: 506686000000.0 + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1011-2200' ---- Neighbour 0 in the list of neghbours, And at position 101 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-2-2' +--- Neighbour 0 in the list of neghbours, And at position 267 in the X datas point -------------- - --- Configuration: 1011-0100 + --- Configuration: 333333-2-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 6807769026.0124855 - --- Energy: 36.74164741869377 - --- Workload: 250128000000.0 + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 47 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 258 in the X datas point -------------- - --- Configuration: 1001-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Configuration: 333033-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 99 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 62 in the X datas point -------------- - --- Configuration: 0011-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7849108733.703288 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 117 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 1011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8782098570.274353 - --- Energy: 43.085080854083536 - --- Workload: 378377000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 32 in the X datas point -------------- - --- Configuration: 0011-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 130 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 2022-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10578920865.440357 - --- Energy: 50.18755172966964 - --- Workload: 530930000000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 382 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10000990098.019703 - --- Energy: 50.66357196918862 - --- Workload: 506686000000.0 + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 78 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 375 in the X datas point -------------- - --- Configuration: 1001-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9166575000.916658 - --- Energy: 50.735447078258076 - --- Workload: 465069000000.0 + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 100 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 117 in the X datas point -------------- - --- Configuration: 2222-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11468876336.840899 - --- Energy: 53.84120579706395 - --- Workload: 617498000000.0 + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 214 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 13 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 32 in the X datas point -------------- - --- Configuration: 0011-1100 - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Configuration: 330333-2-2 + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (43.82652071469574 mAh) it is NOT far from the median. ---- Median :43.82652071469574, the gap is : 10 ---- So No we don't romove this configuration '1011-2200' - --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '0222-0300' +--- The energy of the current configuration (102.945501098208 mAh) is far from the median. +--- Median :89.99138924115384, the gap is : 10 +--- So yes we remove this configuration '333333-2-2' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '111111-2-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0222-0300' ---- Neighbour 0 in the list of neghbours, And at position 118 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-2-1' +--- Neighbour 0 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 0222-0300 + --- Configuration: 111111-2-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 9750580159.519491 - --- Energy: 43.43833566298026 - --- Workload: 423547000000.0 + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 214 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 0222-3300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10575598076.510221 - --- Energy: 50.06110945250575 - --- Workload: 529426000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 141 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 198 in the X datas point -------------- - --- Configuration: 0202-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7512075661.626064 - --- Energy: 40.5630522502661 - --- Workload: 304712000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 158 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 2220-0300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6002689204.763734 - --- Energy: 36.30048338737668 - --- Workload: 217901000000.0 + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 178 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 0330-0300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5127442585.46165 - --- Energy: 35.649584213611206 - --- Workload: 182791000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 212 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 97 in the X datas point -------------- - --- Configuration: 0022-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9258659160.980307 - --- Energy: 46.9330182291436 - --- Workload: 434536000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 233 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 104 in the X datas point -------------- - --- Configuration: 0110-0300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5549728340.797718 - --- Energy: 34.54578297303628 - --- Workload: 191720000000.0 + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 119 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 145 in the X datas point -------------- - --- Configuration: 0022-0030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7249844128.351241 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 23 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 212 in the X datas point -------------- - --- Configuration: 3333-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9963434196.49885 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0222-0300' ---- Neighbour 0 in the list of neghbours, And at position 233 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-2-1' +--- Neighbour 0 in the list of neghbours, And at position 145 in the X datas point -------------- - --- Configuration: 0110-0300 + --- Configuration: 111111-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 5549728340.797718 - --- Energy: 34.54578297303628 - --- Workload: 191720000000.0 + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 178 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 212 in the X datas point -------------- - --- Configuration: 0330-0300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5127442585.46165 - --- Energy: 35.649584213611206 - --- Workload: 182791000000.0 + --- Configuration: 011111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 158 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 119 in the X datas point -------------- - --- Configuration: 2220-0300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6002689204.763734 - --- Energy: 36.30048338737668 - --- Workload: 217901000000.0 + --- Configuration: 101111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 141 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 0202-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7512075661.626064 - --- Energy: 40.5630522502661 - --- Workload: 304712000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 0022-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7249844128.351241 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 118 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 0222-0300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9750580159.519491 - --- Energy: 43.43833566298026 - --- Workload: 423547000000.0 + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 212 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 198 in the X datas point -------------- - --- Configuration: 0022-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9258659160.980307 - --- Energy: 46.9330182291436 - --- Workload: 434536000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 214 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 0222-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10575598076.510221 - --- Energy: 50.06110945250575 - --- Workload: 529426000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 97 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 23 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 104 in the X datas point -------------- - --- Configuration: 3333-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9963434196.49885 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 12 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 0022-0030 - --- Energy efficiency: 7249844128.351241 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Configuration: 111111-2-1 + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (42.05401520354165 mAh) it is NOT far from the median. ---- Median :42.05401520354165, the gap is : 10 ---- So No we don't romove this configuration '0222-0300' - --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 1, 1.0, 1, 0, 1, 1] ---- Computing the list of the 10 first neighbours of '0011-2022' +--- The energy of the current configuration (58.6922029582491 mAh) it is NOT far from the median. +--- Median :58.6922029582491, the gap is : 10 +--- So No we don't romove this configuration '111111-2-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '101111-2-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0011-2022' +--- Ordered by distance, Printing the list of the 10 first neighbours of '101111-2-1' --- Neighbour 0 in the list of neghbours, And at position 119 in the X datas point -------------- - --- Configuration: 0011-2022 + --- Configuration: 101111-2-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 10199970420.085781 - --- Energy: 84.69065283515172 - --- Workload: 863842000000.0 + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 50 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 0001-2002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8407741848.694279 - --- Energy: 65.1809584910712 - --- Workload: 548023000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 223 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 0011-0222 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10205779124.487032 - --- Energy: 84.56198872402297 - --- Workload: 863021000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 130 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 58 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 198 in the X datas point -------------- - --- Configuration: 0001-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4533975344.242078 - --- Energy: 35.4792605525655 - --- Workload: 160862000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 455 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 101111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14337534230.862976 + --- Energy: 42.54593968589113 + --- Workload: 610004000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 91 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 541 in the X datas point -------------- - --- Configuration: 0101-2020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8367150566.874451 - --- Energy: 43.37670883350873 - --- Workload: 362938000000.0 + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 99 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 0 in the X datas point -------------- - --- Configuration: 0011-2200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7849108733.703288 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 108 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 10 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8871225293.637558 - --- Energy: 42.90551410725298 - --- Workload: 380626000000.0 + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 111 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 0011-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6806981239.9597025 - --- Energy: 35.94259902860859 - --- Workload: 244660000000.0 + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0011-2022' ---- Neighbour 0 in the list of neghbours, And at position 58 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '101111-2-1' +--- Neighbour 0 in the list of neghbours, And at position 0 in the X datas point -------------- - --- Configuration: 0001-0020 + --- Configuration: 101111-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 4533975344.242078 - --- Energy: 35.4792605525655 - --- Workload: 160862000000.0 + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 111 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 455 in the X datas point -------------- - --- Configuration: 0011-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6806981239.9597025 - --- Energy: 35.94259902860859 - --- Workload: 244660000000.0 + --- Configuration: 101111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14337534230.862976 + --- Energy: 42.54593968589113 + --- Workload: 610004000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 541 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 99 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 119 in the X datas point -------------- - --- Configuration: 0011-2200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7849108733.703288 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 108 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8871225293.637558 - --- Energy: 42.90551410725298 - --- Workload: 380626000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 91 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 0101-2020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8367150566.874451 - --- Energy: 43.37670883350873 - --- Workload: 362938000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 50 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 198 in the X datas point -------------- - --- Configuration: 0001-2002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8407741848.694279 - --- Energy: 65.1809584910712 - --- Workload: 548023000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 223 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 130 in the X datas point -------------- - --- Configuration: 0011-0222 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10205779124.487032 - --- Energy: 84.56198872402297 - --- Workload: 863021000000.0 + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 119 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 10 in the X datas point -------------- - --- Configuration: 0011-2022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10199970420.085781 - --- Energy: 84.69065283515172 - --- Workload: 863842000000.0 + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 108 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Energy efficiency: 8871225293.637558 - --- Energy: 42.90551410725298 - --- Workload: 380626000000.0 + --- Configuration: 111111-2-1 + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (84.69065283515172 mAh) is far from the median. ---- Median :42.90551410725298, the gap is : 10 ---- So yes we remove this configuration '0011-2022' ---- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 1.0, 1, 0, 1, 1] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '3003-3330' +--- The energy of the current configuration (58.45814541687684 mAh) it is NOT far from the median. +--- Median :58.45814541687684, the gap is : 10 +--- So No we don't romove this configuration '101111-2-1' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '100110-0-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3003-3330' +--- Ordered by distance, Printing the list of the 10 first neighbours of '100110-0-2' --- Neighbour 0 in the list of neghbours, And at position 120 in the X datas point -------------- - --- Configuration: 3003-3330 + --- Configuration: 100110-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 9353836943.914392 - --- Energy: 65.99051868650201 - --- Workload: 617264000000.0 + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 31 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 35 in the X datas point -------------- - --- Configuration: 3000-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8224428196.629629 - --- Energy: 49.410116578739654 - --- Workload: 406369000000.0 + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 30 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 123 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6611133148.221605 - --- Energy: 42.19510352720739 - --- Workload: 278957000000.0 + --- Configuration: 010110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607229911.367193 + --- Energy: 52.6902862777189 + --- Workload: 611588000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 157 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6473246073.976255 - --- Energy: 42.474892742303716 - --- Workload: 274951000000.0 + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 183 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 175 in the X datas point -------------- - --- Configuration: 3003-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8528930131.004368 - --- Energy: 58.99281399223083 - --- Workload: 503147000000.0 + --- Configuration: 202220-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12108149995.762148 + --- Energy: 54.4639625494408 + --- Workload: 659458000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 204 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 200 in the X datas point -------------- - --- Configuration: 0002-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9147875405.936972 - --- Energy: 51.28673303694986 - --- Workload: 469163000000.0 + --- Configuration: 101110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10569718390.992908 + --- Energy: 73.6624240556838 + --- Workload: 778591000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 23 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 250 in the X datas point -------------- - --- Configuration: 3333-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9963434196.49885 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 + --- Configuration: 100010-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 29 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 328 in the X datas point -------------- - --- Configuration: 3000-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Configuration: 000100-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10298586930.887213 + --- Energy: 49.6365268588524 + --- Workload: 511186000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 653 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 100111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12648173350.804678 + --- Energy: 65.36175990721286 + --- Workload: 826707000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 71 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 2 in the X datas point -------------- - --- Configuration: 3000-2200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6519117311.516021 - --- Energy: 42.79271109577192 - --- Workload: 278971000000.0 + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3003-3330' ---- Neighbour 0 in the list of neghbours, And at position 29 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '100110-0-2' +--- Neighbour 0 in the list of neghbours, And at position 250 in the X datas point -------------- - --- Configuration: 3000-3000 + --- Configuration: 100010-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 30 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 2 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6611133148.221605 - --- Energy: 42.19510352720739 - --- Workload: 278957000000.0 + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 74 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 328 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6473246073.976255 - --- Energy: 42.474892742303716 - --- Workload: 274951000000.0 + --- Configuration: 000100-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10298586930.887213 + --- Energy: 49.6365268588524 + --- Workload: 511186000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 71 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 157 in the X datas point -------------- - --- Configuration: 3000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6519117311.516021 - --- Energy: 42.79271109577192 - --- Workload: 278971000000.0 + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 31 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 120 in the X datas point -------------- - --- Configuration: 3000-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8224428196.629629 - --- Energy: 49.410116578739654 - --- Workload: 406369000000.0 + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 204 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 123 in the X datas point -------------- - --- Configuration: 0002-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9147875405.936972 - --- Energy: 51.28673303694986 - --- Workload: 469163000000.0 + --- Configuration: 010110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607229911.367193 + --- Energy: 52.6902862777189 + --- Workload: 611588000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 183 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 175 in the X datas point -------------- - --- Configuration: 3003-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8528930131.004368 - --- Energy: 58.99281399223083 - --- Workload: 503147000000.0 + --- Configuration: 202220-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12108149995.762148 + --- Energy: 54.4639625494408 + --- Workload: 659458000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 35 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 120 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 653 in the X datas point -------------- - --- Configuration: 3003-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9353836943.914392 - --- Energy: 65.99051868650201 - --- Workload: 617264000000.0 + --- Configuration: 100111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12648173350.804678 + --- Energy: 65.36175990721286 + --- Workload: 826707000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 23 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 200 in the X datas point -------------- - --- Configuration: 3333-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9963434196.49885 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 + --- Configuration: 101110-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10569718390.992908 + --- Energy: 73.6624240556838 + --- Workload: 778591000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 31 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 120 in the X datas point -------------- - --- Configuration: 3000-3330 - --- Energy efficiency: 8224428196.629629 - --- Energy: 49.410116578739654 - --- Workload: 406369000000.0 + --- Configuration: 100110-0-2 + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (65.99051868650201 mAh) is far from the median. ---- Median :49.410116578739654, the gap is : 10 ---- So yes we remove this configuration '3003-3330' ---- remove_aberrant_points: The value [2.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '0110-0100' +--- The energy of the current configuration (51.630790443296 mAh) it is NOT far from the median. +--- Median :51.630790443296, the gap is : 10 +--- So No we don't romove this configuration '100110-0-2' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 1, 0, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '333300-1-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0110-0100' +--- Ordered by distance, Printing the list of the 10 first neighbours of '333300-1-2' --- Neighbour 0 in the list of neghbours, And at position 121 in the X datas point -------------- - --- Configuration: 0110-0100 + --- Configuration: 333300-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 5162462701.2069845 - --- Energy: 35.42009012551951 - --- Workload: 182855000000.0 + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 38 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 29 in the X datas point -------------- - --- Configuration: 1110-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2905397356.669485 - --- Energy: 30.668041259477853 - --- Workload: 89102900000.0 + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 234 in the X datas point -------------- - --- Configuration: 0111-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3139835723.7949314 - --- Energy: 40.0701934667281 - --- Workload: 125814000000.0 + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 104 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 334 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4093227346.033253 - --- Energy: 35.39655176899871 - --- Workload: 144886000000.0 + --- Configuration: 333300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 109 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 376 in the X datas point -------------- - --- Configuration: 0010-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6657080470.788732 - --- Energy: 41.37346586900227 - --- Workload: 275426000000.0 + --- Configuration: 222200-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13164009072.635054 + --- Energy: 63.2881080327642 + --- Workload: 833125000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 110 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 454 in the X datas point -------------- - --- Configuration: 0110-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5194211570.625695 - --- Energy: 35.648662348871625 - --- Workload: 185167000000.0 + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13293134893.415646 + --- Energy: 66.54311678610547 + --- Workload: 884567000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 122 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 626 in the X datas point -------------- - --- Configuration: 0200-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4242843383.922169 - --- Energy: 35.404255909220375 - --- Workload: 150215000000.0 + --- Configuration: 330300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12797903191.541098 + --- Energy: 61.958674038002826 + --- Workload: 792941000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 172 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 663 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4197888462.103562 - --- Energy: 35.26956535624208 - --- Workload: 148058000000.0 + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13587842685.392525 + --- Energy: 64.90106538269521 + --- Workload: 881865000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 0011-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 56 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0110-0100' ---- Neighbour 0 in the list of neghbours, And at position 16 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333300-1-2' +--- Neighbour 0 in the list of neghbours, And at position 234 in the X datas point -------------- - --- Configuration: 0000-0000 + --- Configuration: 333300-1-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 38 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 626 in the X datas point -------------- - --- Configuration: 1110-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2905397356.669485 - --- Energy: 30.668041259477853 - --- Workload: 89102900000.0 + --- Configuration: 330300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12797903191.541098 + --- Energy: 61.958674038002826 + --- Workload: 792941000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 172 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 121 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4197888462.103562 - --- Energy: 35.26956535624208 - --- Workload: 148058000000.0 + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 104 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 376 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4093227346.033253 - --- Energy: 35.39655176899871 - --- Workload: 144886000000.0 + --- Configuration: 222200-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13164009072.635054 + --- Energy: 63.2881080327642 + --- Workload: 833125000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 122 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 56 in the X datas point -------------- - --- Configuration: 0200-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4242843383.922169 - --- Energy: 35.404255909220375 - --- Workload: 150215000000.0 + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 121 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 663 in the X datas point -------------- - --- Configuration: 0110-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5162462701.2069845 - --- Energy: 35.42009012551951 - --- Workload: 182855000000.0 + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13587842685.392525 + --- Energy: 64.90106538269521 + --- Workload: 881865000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 110 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 454 in the X datas point -------------- - --- Configuration: 0110-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5194211570.625695 - --- Energy: 35.648662348871625 - --- Workload: 185167000000.0 + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13293134893.415646 + --- Energy: 66.54311678610547 + --- Workload: 884567000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 334 in the X datas point -------------- - --- Configuration: 0111-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3139835723.7949314 - --- Energy: 40.0701934667281 - --- Workload: 125814000000.0 + --- Configuration: 333300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 109 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 29 in the X datas point -------------- - --- Configuration: 0010-0101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6657080470.788732 - --- Energy: 41.37346586900227 - --- Workload: 275426000000.0 + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 0011-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 122 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 56 in the X datas point -------------- - --- Configuration: 0200-0100 - --- Energy efficiency: 4242843383.922169 - --- Energy: 35.404255909220375 - --- Workload: 150215000000.0 + --- Configuration: 303330-1-2 + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (35.404255909220375 mAh) it is NOT far from the median. ---- Median :35.404255909220375, the gap is : 10 ---- So No we don't romove this configuration '0110-0100' - --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '0200-0100' +--- The energy of the current configuration (64.30775539783755 mAh) it is NOT far from the median. +--- Median :64.30775539783755, the gap is : 10 +--- So No we don't romove this configuration '333300-1-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 0, 1, 0, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '000300-2-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0200-0100' +--- Ordered by distance, Printing the list of the 10 first neighbours of '000300-2-3' --- Neighbour 0 in the list of neghbours, And at position 122 in the X datas point -------------- - --- Configuration: 0200-0100 + --- Configuration: 000300-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 4242843383.922169 - --- Energy: 35.404255909220375 - --- Workload: 150215000000.0 + --- Energy efficiency: 11063476697.552206 + --- Energy: 90.2662722413003 + --- Workload: 998659000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 79 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 520 in the X datas point -------------- - --- Configuration: 0200-1100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6540008502.011052 - --- Energy: 42.722378810206706 - --- Workload: 279405000000.0 + --- Configuration: 030300-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13386827094.402565 + --- Energy: 73.31275563806082 + --- Workload: 981425000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 436 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 030300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 565 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 104 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 659 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4093227346.033253 - --- Energy: 35.39655176899871 - --- Workload: 144886000000.0 + --- Configuration: 000333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14157668288.66353 + --- Energy: 78.13433738304217 + --- Workload: 1106200000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 121 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 17 in the X datas point -------------- - --- Configuration: 0110-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5162462701.2069845 - --- Energy: 35.42009012551951 - --- Workload: 182855000000.0 + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 141 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 67 in the X datas point -------------- - --- Configuration: 0202-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7512075661.626064 - --- Energy: 40.5630522502661 - --- Workload: 304712000000.0 + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 155 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 108 in the X datas point -------------- - --- Configuration: 0200-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3751444306.0578322 - --- Energy: 34.495214714826176 - --- Workload: 129407000000.0 + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 171 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 133 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7192278369.94203 - --- Energy: 51.67993691242756 - --- Workload: 371696000000.0 + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 172 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 154 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4197888462.103562 - --- Energy: 35.26956535624208 - --- Workload: 148058000000.0 + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0200-0100' ---- Neighbour 0 in the list of neghbours, And at position 37 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '000300-2-3' +--- Neighbour 0 in the list of neghbours, And at position 108 in the X datas point -------------- - --- Configuration: 2200-0000 + --- Configuration: 002200-2-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 155 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 436 in the X datas point -------------- - --- Configuration: 0200-0010 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3751444306.0578322 - --- Energy: 34.495214714826176 - --- Workload: 129407000000.0 + --- Configuration: 030300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 172 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 520 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4197888462.103562 - --- Energy: 35.26956535624208 - --- Workload: 148058000000.0 + --- Configuration: 030300-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13386827094.402565 + --- Energy: 73.31275563806082 + --- Workload: 981425000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 104 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 133 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4093227346.033253 - --- Energy: 35.39655176899871 - --- Workload: 144886000000.0 + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 122 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 659 in the X datas point -------------- - --- Configuration: 0200-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4242843383.922169 - --- Energy: 35.404255909220375 - --- Workload: 150215000000.0 + --- Configuration: 000333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14157668288.66353 + --- Energy: 78.13433738304217 + --- Workload: 1106200000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 121 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 67 in the X datas point -------------- - --- Configuration: 0110-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5162462701.2069845 - --- Energy: 35.42009012551951 - --- Workload: 182855000000.0 + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 141 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 565 in the X datas point -------------- - --- Configuration: 0202-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7512075661.626064 - --- Energy: 40.5630522502661 - --- Workload: 304712000000.0 + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 79 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 154 in the X datas point -------------- - --- Configuration: 0200-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6540008502.011052 - --- Energy: 42.722378810206706 - --- Workload: 279405000000.0 + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 171 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 122 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7192278369.94203 - --- Energy: 51.67993691242756 - --- Workload: 371696000000.0 + --- Configuration: 000300-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11063476697.552206 + --- Energy: 90.2662722413003 + --- Workload: 998659000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 17 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 122 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 659 in the X datas point -------------- - --- Configuration: 0200-0100 - --- Energy efficiency: 4242843383.922169 - --- Energy: 35.404255909220375 - --- Workload: 150215000000.0 + --- Configuration: 000333-2-3 + --- Energy efficiency: 14157668288.66353 + --- Energy: 78.13433738304217 + --- Workload: 1106200000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (35.404255909220375 mAh) it is NOT far from the median. ---- Median :35.404255909220375, the gap is : 10 ---- So No we don't romove this configuration '0200-0100' - --- remove_aberrant_points: The value [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '2220-3330' +--- The energy of the current configuration (90.2662722413003 mAh) is far from the median. +--- Median :78.13433738304217, the gap is : 10 +--- So yes we remove this configuration '000300-2-3' +--- remove_aberrant_points: The value [2.0, 0, 0, 0, 1, 0, 0, 2.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '010110-0-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2220-3330' +--- Ordered by distance, Printing the list of the 10 first neighbours of '010110-0-2' --- Neighbour 0 in the list of neghbours, And at position 123 in the X datas point -------------- - --- Configuration: 2220-3330 + --- Configuration: 010110-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 9571301409.852697 - --- Energy: 49.20594289132612 - --- Workload: 470964000000.0 + --- Energy efficiency: 11607229911.367193 + --- Energy: 52.6902862777189 + --- Workload: 611588000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 125 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 35 in the X datas point -------------- - --- Configuration: 2220-2220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9479212087.891254 - --- Energy: 49.57175430186782 - --- Workload: 469901000000.0 + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 132 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 120 in the X datas point -------------- - --- Configuration: 1110-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9413093613.215984 - --- Energy: 49.7061517933472 - --- Workload: 467887000000.0 + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 152 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 328 in the X datas point -------------- - --- Configuration: 2220-0330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8252186829.509821 - --- Energy: 42.07453960416718 - --- Workload: 347206000000.0 + --- Configuration: 000100-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10298586930.887213 + --- Energy: 49.6365268588524 + --- Workload: 511186000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 222 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 611 in the X datas point -------------- - --- Configuration: 1110-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8963143553.707155 - --- Energy: 52.92171748044021 - --- Workload: 474343000000.0 + --- Configuration: 010111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13285064266.49839 + --- Energy: 63.33291473508287 + --- Workload: 841382000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 83 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 2 in the X datas point -------------- - --- Configuration: 3330-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9229945635.620207 - --- Energy: 51.28077619994492 - --- Workload: 473319000000.0 + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 127 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 5 in the X datas point -------------- - --- Configuration: 2020-3030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7529950377.627011 - --- Energy: 41.87227309237855 - --- Workload: 315295000000.0 + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 143 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 80 in the X datas point -------------- - --- Configuration: 0200-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8906781623.528154 - --- Energy: 47.48626285009536 - --- Workload: 422949000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 158 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 85 in the X datas point -------------- - --- Configuration: 2220-0300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6002689204.763734 - --- Energy: 36.30048338737668 - --- Workload: 217901000000.0 + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 169 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 106 in the X datas point -------------- - --- Configuration: 1111-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10965958375.4152 - --- Energy: 49.989818506242955 - --- Workload: 548186000000.0 + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2220-3330' ---- Neighbour 0 in the list of neghbours, And at position 158 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '010110-0-2' +--- Neighbour 0 in the list of neghbours, And at position 2 in the X datas point -------------- - --- Configuration: 2220-0300 + --- Configuration: 110111-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 6002689204.763734 - --- Energy: 36.30048338737668 - --- Workload: 217901000000.0 + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 127 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 106 in the X datas point -------------- - --- Configuration: 2020-3030 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7529950377.627011 - --- Energy: 41.87227309237855 - --- Workload: 315295000000.0 + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 152 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 328 in the X datas point -------------- - --- Configuration: 2220-0330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8252186829.509821 - --- Energy: 42.07453960416718 - --- Workload: 347206000000.0 + --- Configuration: 000100-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10298586930.887213 + --- Energy: 49.6365268588524 + --- Workload: 511186000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 143 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 120 in the X datas point -------------- - --- Configuration: 0200-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8906781623.528154 - --- Energy: 47.48626285009536 - --- Workload: 422949000000.0 + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 -------------- --- Neighbour 4 in the list of neghbours, And at position 123 in the X datas point -------------- - --- Configuration: 2220-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9571301409.852697 - --- Energy: 49.20594289132612 - --- Workload: 470964000000.0 + --- Configuration: 010110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607229911.367193 + --- Energy: 52.6902862777189 + --- Workload: 611588000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 125 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 611 in the X datas point -------------- - --- Configuration: 2220-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9479212087.891254 - --- Energy: 49.57175430186782 - --- Workload: 469901000000.0 + --- Configuration: 010111-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13285064266.49839 + --- Energy: 63.33291473508287 + --- Workload: 841382000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 132 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 5 in the X datas point -------------- - --- Configuration: 1110-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9413093613.215984 - --- Energy: 49.7061517933472 - --- Workload: 467887000000.0 + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 169 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 35 in the X datas point -------------- - --- Configuration: 1111-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10965958375.4152 - --- Energy: 49.989818506242955 - --- Workload: 548186000000.0 + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 83 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 80 in the X datas point -------------- - --- Configuration: 3330-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9229945635.620207 - --- Energy: 51.28077619994492 - --- Workload: 473319000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 222 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 85 in the X datas point -------------- - --- Configuration: 1110-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8963143553.707155 - --- Energy: 52.92171748044021 - --- Workload: 474343000000.0 + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 -------------- -------------- --- Median at position 4 in the list of neghbours, And at position 123 in the X datas point -------------- - --- Configuration: 2220-3330 - --- Energy efficiency: 9571301409.852697 - --- Energy: 49.20594289132612 - --- Workload: 470964000000.0 + --- Configuration: 010110-0-2 + --- Energy efficiency: 11607229911.367193 + --- Energy: 52.6902862777189 + --- Workload: 611588000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (49.20594289132612 mAh) it is NOT far from the median. ---- Median :49.20594289132612, the gap is : 10 ---- So No we don't romove this configuration '2220-3330' - --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '0020-2220' +--- The energy of the current configuration (52.6902862777189 mAh) it is NOT far from the median. +--- Median :52.6902862777189, the gap is : 10 +--- So No we don't romove this configuration '010110-0-2' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 1, 0, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '222220-1-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0020-2220' +--- Ordered by distance, Printing the list of the 10 first neighbours of '222220-1-2' --- Neighbour 0 in the list of neghbours, And at position 124 in the X datas point -------------- - --- Configuration: 0020-2220 + --- Configuration: 222220-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 8376542330.856669 - --- Energy: 48.301162810596125 - --- Workload: 404596000000.0 + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 243 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 5 in the X datas point -------------- - --- Configuration: 0022-2220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10604498852.593224 - --- Energy: 53.16348231202643 - --- Workload: 563772000000.0 + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 162 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 112 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 245 in the X datas point -------------- - --- Configuration: 0020-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4244013818.5089927 - --- Energy: 35.41951635507749 - --- Workload: 150321000000.0 + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 125 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 274 in the X datas point -------------- - --- Configuration: 2220-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9479212087.891254 - --- Energy: 49.57175430186782 - --- Workload: 469901000000.0 + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 131 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 376 in the X datas point -------------- - --- Configuration: 0020-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6670179627.937381 - --- Energy: 41.85807704041302 - --- Workload: 279201000000.0 + --- Configuration: 222200-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13164009072.635054 + --- Energy: 63.2881080327642 + --- Workload: 833125000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 167 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 429 in the X datas point -------------- - --- Configuration: 2020-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7467367603.572389 - --- Energy: 42.10385161103808 - --- Workload: 314406000000.0 + --- Configuration: 222220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14754441824.711329 + --- Energy: 76.06186087808521 + --- Workload: 1122250000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 170 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 454 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11414873580.275099 - --- Energy: 57.359112207692405 - --- Workload: 654747000000.0 + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13293134893.415646 + --- Energy: 66.54311678610547 + --- Workload: 884567000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 186 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 530 in the X datas point -------------- - --- Configuration: 0030-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6743861400.160503 - --- Energy: 41.3450979000584 - --- Workload: 278825000000.0 + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15452391953.012367 + --- Energy: 81.35830423904434 + --- Workload: 1257180000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 192 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 663 in the X datas point -------------- - --- Configuration: 0020-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10017249703.99027 - --- Energy: 53.486611373072236 - --- Workload: 535789000000.0 + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13587842685.392525 + --- Energy: 64.90106538269521 + --- Workload: 881865000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0020-2220' ---- Neighbour 0 in the list of neghbours, And at position 112 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222220-1-2' +--- Neighbour 0 in the list of neghbours, And at position 274 in the X datas point -------------- - --- Configuration: 0020-2000 + --- Configuration: 222222-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 4244013818.5089927 - --- Energy: 35.41951635507749 - --- Workload: 150321000000.0 + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 186 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 376 in the X datas point -------------- - --- Configuration: 0030-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6743861400.160503 - --- Energy: 41.3450979000584 - --- Workload: 278825000000.0 + --- Configuration: 222200-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13164009072.635054 + --- Energy: 63.2881080327642 + --- Workload: 833125000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 131 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 245 in the X datas point -------------- - --- Configuration: 0020-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6670179627.937381 - --- Energy: 41.85807704041302 - --- Workload: 279201000000.0 + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 167 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 5 in the X datas point -------------- - --- Configuration: 2020-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7467367603.572389 - --- Energy: 42.10385161103808 - --- Workload: 314406000000.0 + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 -------------- --- Neighbour 4 in the list of neghbours, And at position 124 in the X datas point -------------- - --- Configuration: 0020-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8376542330.856669 - --- Energy: 48.301162810596125 - --- Workload: 404596000000.0 + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 125 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 162 in the X datas point -------------- - --- Configuration: 2220-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9479212087.891254 - --- Energy: 49.57175430186782 - --- Workload: 469901000000.0 + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 243 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 663 in the X datas point -------------- - --- Configuration: 0022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10604498852.593224 - --- Energy: 53.16348231202643 - --- Workload: 563772000000.0 + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13587842685.392525 + --- Energy: 64.90106538269521 + --- Workload: 881865000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 192 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 454 in the X datas point -------------- - --- Configuration: 0020-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10017249703.99027 - --- Energy: 53.486611373072236 - --- Workload: 535789000000.0 + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13293134893.415646 + --- Energy: 66.54311678610547 + --- Workload: 884567000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 170 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 429 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11414873580.275099 - --- Energy: 57.359112207692405 - --- Workload: 654747000000.0 + --- Configuration: 222220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14754441824.711329 + --- Energy: 76.06186087808521 + --- Workload: 1122250000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 530 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15452391953.012367 + --- Energy: 81.35830423904434 + --- Workload: 1257180000000.0 -------------- -------------- --- Median at position 4 in the list of neghbours, And at position 124 in the X datas point -------------- - --- Configuration: 0020-2220 - --- Energy efficiency: 8376542330.856669 - --- Energy: 48.301162810596125 - --- Workload: 404596000000.0 + --- Configuration: 222220-1-2 + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (48.301162810596125 mAh) it is NOT far from the median. ---- Median :48.301162810596125, the gap is : 10 ---- So No we don't romove this configuration '0020-2220' - --- remove_aberrant_points: The value [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '2220-2220' +--- The energy of the current configuration (64.6001284096528 mAh) it is NOT far from the median. +--- Median :64.6001284096528, the gap is : 10 +--- So No we don't romove this configuration '222220-1-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '222222-0-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2220-2220' +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-0-1' --- Neighbour 0 in the list of neghbours, And at position 125 in the X datas point -------------- - --- Configuration: 2220-2220 + --- Configuration: 222222-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 9479212087.891254 - --- Energy: 49.57175430186782 - --- Workload: 469901000000.0 + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 83 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 489 in the X datas point -------------- - --- Configuration: 3330-2220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9229945635.620207 - --- Energy: 51.28077619994492 - --- Workload: 473319000000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 123 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 33 in the X datas point -------------- - --- Configuration: 2220-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9571301409.852697 - --- Energy: 49.20594289132612 - --- Workload: 470964000000.0 + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 166 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 169 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 100 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 180 in the X datas point -------------- - --- Configuration: 2222-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11468876336.840899 - --- Energy: 53.84120579706395 - --- Workload: 617498000000.0 + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 124 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 199 in the X datas point -------------- - --- Configuration: 0020-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8376542330.856669 - --- Energy: 48.301162810596125 - --- Workload: 404596000000.0 + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 132 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 230 in the X datas point -------------- - --- Configuration: 1110-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9413093613.215984 - --- Energy: 49.7061517933472 - --- Workload: 467887000000.0 + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 152 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 262 in the X datas point -------------- - --- Configuration: 2220-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8252186829.509821 - --- Energy: 42.07453960416718 - --- Workload: 347206000000.0 + --- Configuration: 222202-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10269365455.90848 + --- Energy: 18.3191369059882 + --- Workload: 188126000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 167 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 369 in the X datas point -------------- - --- Configuration: 2020-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7467367603.572389 - --- Energy: 42.10385161103808 - --- Workload: 314406000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2220-2220' ---- Neighbour 0 in the list of neghbours, And at position 152 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-0-1' +--- Neighbour 0 in the list of neghbours, And at position 262 in the X datas point -------------- - --- Configuration: 2220-0330 + --- Configuration: 222202-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 8252186829.509821 - --- Energy: 42.07453960416718 - --- Workload: 347206000000.0 + --- Energy efficiency: 10269365455.90848 + --- Energy: 18.3191369059882 + --- Workload: 188126000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 167 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 166 in the X datas point -------------- - --- Configuration: 2020-0220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7467367603.572389 - --- Energy: 42.10385161103808 - --- Workload: 314406000000.0 + --- Configuration: 222220-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 124 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 230 in the X datas point -------------- - --- Configuration: 0020-2220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8376542330.856669 - --- Energy: 48.301162810596125 - --- Workload: 404596000000.0 + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 123 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 33 in the X datas point -------------- - --- Configuration: 2220-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9571301409.852697 - --- Energy: 49.20594289132612 - --- Workload: 470964000000.0 + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 -------------- --- Neighbour 4 in the list of neghbours, And at position 125 in the X datas point -------------- - --- Configuration: 2220-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9479212087.891254 - --- Energy: 49.57175430186782 - --- Workload: 469901000000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 132 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 489 in the X datas point -------------- - --- Configuration: 1110-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9413093613.215984 - --- Energy: 49.7061517933472 - --- Workload: 467887000000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 83 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 199 in the X datas point -------------- - --- Configuration: 3330-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9229945635.620207 - --- Energy: 51.28077619994492 - --- Workload: 473319000000.0 + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 100 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 180 in the X datas point -------------- - --- Configuration: 2222-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11468876336.840899 - --- Energy: 53.84120579706395 - --- Workload: 617498000000.0 + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 369 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 169 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 -------------- -------------- --- Median at position 4 in the list of neghbours, And at position 125 in the X datas point -------------- - --- Configuration: 2220-2220 - --- Energy efficiency: 9479212087.891254 - --- Energy: 49.57175430186782 - --- Workload: 469901000000.0 + --- Configuration: 222222-0-1 + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (49.57175430186782 mAh) it is NOT far from the median. ---- Median :49.57175430186782, the gap is : 10 ---- So No we don't romove this configuration '2220-2220' - --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '0002-3000' +--- The energy of the current configuration (52.1245882760953 mAh) it is NOT far from the median. +--- Median :52.1245882760953, the gap is : 10 +--- So No we don't romove this configuration '222222-0-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '330333-0-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0002-3000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '330333-0-1' --- Neighbour 0 in the list of neghbours, And at position 126 in the X datas point -------------- - --- Configuration: 0002-3000 + --- Configuration: 330333-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 5449442794.474265 - --- Energy: 38.132247384977575 - --- Workload: 207799000000.0 + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 1 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 33 in the X datas point -------------- - --- Configuration: 0033-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 24 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 170 in the X datas point -------------- - --- Configuration: 0000-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3307720550.5370083 - --- Energy: 35.59789292409111 - --- Workload: 117748000000.0 + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 84 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 180 in the X datas point -------------- - --- Configuration: 2002-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7263008047.412917 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 111 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 92 in the X datas point -------------- - --- Configuration: 0011-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6806981239.9597025 - --- Energy: 35.94259902860859 - --- Workload: 244660000000.0 + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 204 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 102 in the X datas point -------------- - --- Configuration: 0002-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9147875405.936972 - --- Energy: 51.28673303694986 - --- Workload: 469163000000.0 + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 212 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 114 in the X datas point -------------- - --- Configuration: 0022-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9258659160.980307 - --- Energy: 46.9330182291436 - --- Workload: 434536000000.0 + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 125 in the X datas point -------------- - --- Configuration: 0022-0030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7249844128.351241 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 25 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 235 in the X datas point -------------- - --- Configuration: 0000-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5789616901.049658 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 29 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 241 in the X datas point -------------- - --- Configuration: 3000-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0002-3000' ---- Neighbour 0 in the list of neghbours, And at position 24 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '330333-0-1' +--- Neighbour 0 in the list of neghbours, And at position 235 in the X datas point -------------- - --- Configuration: 0000-3000 + --- Configuration: 330030-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 3307720550.5370083 - --- Energy: 35.59789292409111 - --- Workload: 117748000000.0 + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 111 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 102 in the X datas point -------------- - --- Configuration: 0011-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6806981239.9597025 - --- Energy: 35.94259902860859 - --- Workload: 244660000000.0 + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 29 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 241 in the X datas point -------------- - --- Configuration: 3000-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 126 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 33 in the X datas point -------------- - --- Configuration: 0002-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5449442794.474265 - --- Energy: 38.132247384977575 - --- Workload: 207799000000.0 + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 84 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 125 in the X datas point -------------- - --- Configuration: 2002-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7263008047.412917 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 114 in the X datas point -------------- - --- Configuration: 0022-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7249844128.351241 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 25 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 170 in the X datas point -------------- - --- Configuration: 0000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5789616901.049658 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 212 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 180 in the X datas point -------------- - --- Configuration: 0022-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9258659160.980307 - --- Energy: 46.9330182291436 - --- Workload: 434536000000.0 + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 204 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 126 in the X datas point -------------- - --- Configuration: 0002-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9147875405.936972 - --- Energy: 51.28673303694986 - --- Workload: 469163000000.0 + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 1 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 92 in the X datas point -------------- - --- Configuration: 0033-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 84 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 125 in the X datas point -------------- - --- Configuration: 2002-2000 - --- Energy efficiency: 7263008047.412917 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 + --- Configuration: 222222-0-1 + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (41.829225389075674 mAh) it is NOT far from the median. ---- Median :41.829225389075674, the gap is : 10 ---- So No we don't romove this configuration '0002-3000' - --- remove_aberrant_points: The value [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0] ---- Computing the list of the 10 first neighbours of '2020-3030' +--- The energy of the current configuration (65.8461101285994 mAh) is far from the median. +--- Median :52.1245882760953, the gap is : 10 +--- So yes we remove this configuration '330333-0-1' +--- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '033030-0-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2020-3030' +--- Ordered by distance, Printing the list of the 10 first neighbours of '033030-0-3' --- Neighbour 0 in the list of neghbours, And at position 127 in the X datas point -------------- - --- Configuration: 2020-3030 + --- Configuration: 033030-0-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 7529950377.627011 - --- Energy: 41.87227309237855 - --- Workload: 315295000000.0 + --- Energy efficiency: 10395312961.292013 + --- Energy: 67.1483257685157 + --- Workload: 698028000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 168 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 14 in the X datas point -------------- - --- Configuration: 2020-0030 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5336236245.851076 - --- Energy: 35.10473595313148 - --- Workload: 187327000000.0 + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 108 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 34 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8871225293.637558 - --- Energy: 42.90551410725298 - --- Workload: 380626000000.0 + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 123 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 365 in the X datas point -------------- - --- Configuration: 2220-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9571301409.852697 - --- Energy: 49.20594289132612 - --- Workload: 470964000000.0 + --- Configuration: 033030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12790717009.223387 + --- Energy: 62.0291609855632 + --- Workload: 793397000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 197 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 491 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8938627384.378855 - --- Energy: 42.547359911496315 - --- Workload: 380315000000.0 + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 22 in the X datas point -------------- - --- Configuration: 0022-0030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7249844128.351241 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 39 in the X datas point -------------- - --- Configuration: 3330-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5822958761.806049 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 29 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 43 in the X datas point -------------- - --- Configuration: 3000-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 31 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 75 in the X datas point -------------- - --- Configuration: 3000-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8224428196.629629 - --- Energy: 49.410116578739654 - --- Workload: 406369000000.0 + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 77 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2020-3030' ---- Neighbour 0 in the list of neghbours, And at position 168 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '033030-0-3' +--- Neighbour 0 in the list of neghbours, And at position 14 in the X datas point -------------- - --- Configuration: 2020-0030 + --- Configuration: 333030-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 5336236245.851076 - --- Energy: 35.10473595313148 - --- Workload: 187327000000.0 + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 29 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 365 in the X datas point -------------- - --- Configuration: 3000-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Configuration: 033030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12790717009.223387 + --- Energy: 62.0291609855632 + --- Workload: 793397000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 127 in the X datas point -------------- - --- Configuration: 3330-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5822958761.806049 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Configuration: 033030-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10395312961.292013 + --- Energy: 67.1483257685157 + --- Workload: 698028000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 127 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 22 in the X datas point -------------- - --- Configuration: 2020-3030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7529950377.627011 - --- Energy: 41.87227309237855 - --- Workload: 315295000000.0 + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 77 in the X datas point -------------- - --- Configuration: 0022-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7249844128.351241 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 197 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 75 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8938627384.378855 - --- Energy: 42.547359911496315 - --- Workload: 380315000000.0 + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 108 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 43 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8871225293.637558 - --- Energy: 42.90551410725298 - --- Workload: 380626000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 123 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 34 in the X datas point -------------- - --- Configuration: 2220-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9571301409.852697 - --- Energy: 49.20594289132612 - --- Workload: 470964000000.0 + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 31 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 39 in the X datas point -------------- - --- Configuration: 3000-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8224428196.629629 - --- Energy: 49.410116578739654 - --- Workload: 406369000000.0 + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 491 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 12 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 77 in the X datas point -------------- - --- Configuration: 0022-0030 - --- Energy efficiency: 7249844128.351241 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Configuration: 333033-0-2 + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (42.05401520354165 mAh) it is NOT far from the median. ---- Median :42.05401520354165, the gap is : 10 ---- So No we don't romove this configuration '2020-3030' - --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 1] ---- Computing the list of the 10 first neighbours of '1001-2002' +--- The energy of the current configuration (70.47402905804368 mAh) it is NOT far from the median. +--- Median :70.47402905804368, the gap is : 10 +--- So No we don't romove this configuration '033030-0-3' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 0, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '033330-0-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1001-2002' +--- Ordered by distance, Printing the list of the 10 first neighbours of '033330-0-0' --- Neighbour 0 in the list of neghbours, And at position 128 in the X datas point -------------- - --- Configuration: 1001-2002 + --- Configuration: 033330-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 9165566798.65083 - --- Energy: 65.10994999301121 - --- Workload: 596772000000.0 + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 47 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 277 in the X datas point -------------- - --- Configuration: 1001-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Configuration: 033333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 50 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 307 in the X datas point -------------- - --- Configuration: 0001-2002 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8407741848.694279 - --- Energy: 65.1809584910712 - --- Workload: 548023000000.0 + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 -------------- ---- Neighbour 3 in the list of neghbours, And at position 54 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 557 in the X datas point -------------- - --- Configuration: 1001-0002 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7043096708.760907 - --- Energy: 47.6050128004243 - --- Workload: 335286000000.0 + --- Configuration: 033030-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5054436278.721834 + --- Energy: 23.84502806404063 + --- Workload: 120523000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 84 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 78 in the X datas point -------------- - --- Configuration: 2002-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7263008047.412917 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 90 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 210 in the X datas point -------------- - --- Configuration: 2002-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8795770993.306417 - --- Energy: 48.71596839606954 - --- Workload: 428493000000.0 + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 105 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 261 in the X datas point -------------- - --- Configuration: 1101-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6788174999.151478 - --- Energy: 36.70897651674008 - --- Workload: 249187000000.0 + --- Configuration: 333330-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 165 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 273 in the X datas point -------------- - --- Configuration: 1111-2002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10098612955.510561 - --- Energy: 67.2428641168314 - --- Workload: 679060000000.0 + --- Configuration: 330330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 245 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 306 in the X datas point -------------- - --- Configuration: 1011-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7793442597.398549 - --- Energy: 48.497409609038264 - --- Workload: 377963000000.0 + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 308 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1001-2002' ---- Neighbour 0 in the list of neghbours, And at position 105 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '033330-0-0' +--- Neighbour 0 in the list of neghbours, And at position 261 in the X datas point -------------- - --- Configuration: 1101-2000 + --- Configuration: 333330-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 6788174999.151478 - --- Energy: 36.70897651674008 - --- Workload: 249187000000.0 + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 273 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 330330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 47 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 557 in the X datas point -------------- - --- Configuration: 1001-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Configuration: 033030-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5054436278.721834 + --- Energy: 23.84502806404063 + --- Workload: 120523000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 84 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 277 in the X datas point -------------- - --- Configuration: 2002-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7263008047.412917 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 + --- Configuration: 033333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 54 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 128 in the X datas point -------------- - --- Configuration: 1001-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7043096708.760907 - --- Energy: 47.6050128004243 - --- Workload: 335286000000.0 + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 245 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 78 in the X datas point -------------- - --- Configuration: 1011-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7793442597.398549 - --- Energy: 48.497409609038264 - --- Workload: 377963000000.0 + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 90 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 306 in the X datas point -------------- - --- Configuration: 2002-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8795770993.306417 - --- Energy: 48.71596839606954 - --- Workload: 428493000000.0 + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 128 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 307 in the X datas point -------------- - --- Configuration: 1001-2002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9165566798.65083 - --- Energy: 65.10994999301121 - --- Workload: 596772000000.0 + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 -------------- ---- Neighbour 8 in the list of neghbours, And at position 50 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 210 in the X datas point -------------- - --- Configuration: 0001-2002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8407741848.694279 - --- Energy: 65.1809584910712 - --- Workload: 548023000000.0 + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 165 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 308 in the X datas point -------------- - --- Configuration: 1111-2002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10098612955.510561 - --- Energy: 67.2428641168314 - --- Workload: 679060000000.0 + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 54 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 128 in the X datas point -------------- - --- Configuration: 1001-0002 - --- Energy efficiency: 7043096708.760907 - --- Energy: 47.6050128004243 - --- Workload: 335286000000.0 + --- Configuration: 033330-0-0 + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (65.10994999301121 mAh) is far from the median. ---- Median :47.6050128004243, the gap is : 10 ---- So yes we remove this configuration '1001-2002' ---- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 1] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0] ---- Computing the list of the 10 first neighbours of '0333-0030' +--- The energy of the current configuration (26.7184846004408 mAh) it is NOT far from the median. +--- Median :26.7184846004408, the gap is : 10 +--- So No we don't romove this configuration '033330-0-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 1, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 0, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '303033-2-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0333-0030' +--- Ordered by distance, Printing the list of the 10 first neighbours of '303033-2-2' --- Neighbour 0 in the list of neghbours, And at position 129 in the X datas point -------------- - --- Configuration: 0333-0030 + --- Configuration: 303033-2-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 8477809334.068076 - --- Energy: 58.764018507515395 - --- Workload: 498189000000.0 + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 258 in the X datas point -------------- - --- Configuration: 0022-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7249844128.351241 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 154 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 375 in the X datas point -------------- - --- Configuration: 3330-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6057595619.146848 - --- Energy: 36.12486526516549 - --- Workload: 218830000000.0 + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 228 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 31 in the X datas point -------------- - --- Configuration: 0333-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8547519937.090253 - --- Energy: 58.44164899316907 - --- Workload: 499532000000.0 + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 235 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 76 in the X datas point -------------- - --- Configuration: 0003-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5328502158.043374 - --- Energy: 45.14679945279237 - --- Workload: 240565000000.0 + --- Configuration: 303033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 1 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 86 in the X datas point -------------- - --- Configuration: 0033-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Configuration: 202022-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 22 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 117 in the X datas point -------------- - --- Configuration: 3333-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9400881802.713095 - --- Energy: 66.34289826476824 - --- Workload: 623684000000.0 + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 86 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 135 in the X datas point -------------- - --- Configuration: 0220-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5040602049.508794 - --- Energy: 36.67117347490831 - --- Workload: 184845000000.0 + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 118 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 181 in the X datas point -------------- - --- Configuration: 0222-0300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9750580159.519491 - --- Energy: 43.43833566298026 - --- Workload: 423547000000.0 + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 134 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 187 in the X datas point -------------- - --- Configuration: 0033-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8384408354.2244835 - --- Energy: 59.697236073290554 - --- Workload: 500528000000.0 + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0333-0030' ---- Neighbour 0 in the list of neghbours, And at position 154 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '303033-2-2' +--- Neighbour 0 in the list of neghbours, And at position 86 in the X datas point -------------- - --- Configuration: 3330-0030 + --- Configuration: 202022-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 6057595619.146848 - --- Energy: 36.12486526516549 - --- Workload: 218830000000.0 + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 86 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 76 in the X datas point -------------- - --- Configuration: 0220-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5040602049.508794 - --- Energy: 36.67117347490831 - --- Workload: 184845000000.0 + --- Configuration: 303033-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 258 in the X datas point -------------- - --- Configuration: 0022-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7249844128.351241 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 118 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 135 in the X datas point -------------- - --- Configuration: 0222-0300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9750580159.519491 - --- Energy: 43.43833566298026 - --- Workload: 423547000000.0 + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 235 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 31 in the X datas point -------------- - --- Configuration: 0003-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5328502158.043374 - --- Energy: 45.14679945279237 - --- Workload: 240565000000.0 + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 1 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 181 in the X datas point -------------- - --- Configuration: 0033-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 228 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 187 in the X datas point -------------- - --- Configuration: 0333-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8547519937.090253 - --- Energy: 58.44164899316907 - --- Workload: 499532000000.0 + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 -------------- --- Neighbour 7 in the list of neghbours, And at position 129 in the X datas point -------------- - --- Configuration: 0333-0030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8477809334.068076 - --- Energy: 58.764018507515395 - --- Workload: 498189000000.0 + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 134 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 375 in the X datas point -------------- - --- Configuration: 0033-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8384408354.2244835 - --- Energy: 59.697236073290554 - --- Workload: 500528000000.0 + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 22 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point -------------- - --- Configuration: 3333-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9400881802.713095 - --- Energy: 66.34289826476824 - --- Workload: 623684000000.0 + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 235 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 31 in the X datas point -------------- - --- Configuration: 0003-0030 - --- Energy efficiency: 5328502158.043374 - --- Energy: 45.14679945279237 - --- Workload: 240565000000.0 + --- Configuration: 300033-3-2 + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (58.764018507515395 mAh) is far from the median. ---- Median :45.14679945279237, the gap is : 10 ---- So yes we remove this configuration '0333-0030' ---- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '2022-2200' +--- The energy of the current configuration (99.1199512733933 mAh) is far from the median. +--- Median :85.35681971478988, the gap is : 10 +--- So yes we remove this configuration '303033-2-2' +--- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 1, 1, 2.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '202222-2-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2022-2200' +--- Ordered by distance, Printing the list of the 10 first neighbours of '202222-2-1' --- Neighbour 0 in the list of neghbours, And at position 130 in the X datas point -------------- - --- Configuration: 2022-2200 + --- Configuration: 202222-2-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 10578920865.440357 - --- Energy: 50.18755172966964 - --- Workload: 530930000000.0 + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 116 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 100 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 119 in the X datas point -------------- - --- Configuration: 2222-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 11468876336.840899 - --- Energy: 53.84120579706395 - --- Workload: 617498000000.0 + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 117 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 181 in the X datas point -------------- - --- Configuration: 1011-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8782098570.274353 - --- Energy: 43.085080854083536 - --- Workload: 378377000000.0 + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 73 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 390 in the X datas point -------------- - --- Configuration: 2000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6539495281.754154 - --- Energy: 42.61363347008094 - --- Workload: 278672000000.0 + --- Configuration: 200222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15542938143.76907 + --- Energy: 66.2043614748613 + --- Workload: 1029010000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 84 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 473 in the X datas point -------------- - --- Configuration: 2002-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7263008047.412917 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 + --- Configuration: 222222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16028749164.501448 + --- Energy: 76.22620686685552 + --- Workload: 1221810000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 99 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 523 in the X datas point -------------- - --- Configuration: 0011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7849108733.703288 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Configuration: 202220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 102 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 583 in the X datas point -------------- - --- Configuration: 0033-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8336042547.16116 - --- Energy: 59.96771726749321 - --- Workload: 499893000000.0 + --- Configuration: 202222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15282668231.611895 + --- Energy: 59.2169275668937 + --- Workload: 904992000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 212 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 0022-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9258659160.980307 - --- Energy: 46.9330182291436 - --- Workload: 434536000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 230 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 50 in the X datas point -------------- - --- Configuration: 2020-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7567673924.06596 - --- Energy: 41.73681879685515 - --- Workload: 315850000000.0 + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2022-2200' ---- Neighbour 0 in the list of neghbours, And at position 230 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '202222-2-1' +--- Neighbour 0 in the list of neghbours, And at position 523 in the X datas point -------------- - --- Configuration: 2020-1100 + --- Configuration: 202220-2-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 7567673924.06596 - --- Energy: 41.73681879685515 - --- Workload: 315850000000.0 + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 84 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 119 in the X datas point -------------- - --- Configuration: 2002-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7263008047.412917 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 99 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 0011-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7849108733.703288 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 73 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 50 in the X datas point -------------- - --- Configuration: 2000-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6539495281.754154 - --- Energy: 42.61363347008094 - --- Workload: 278672000000.0 + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 117 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 583 in the X datas point -------------- - --- Configuration: 1011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8782098570.274353 - --- Energy: 43.085080854083536 - --- Workload: 378377000000.0 + --- Configuration: 202222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15282668231.611895 + --- Energy: 59.2169275668937 + --- Workload: 904992000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 212 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 390 in the X datas point -------------- - --- Configuration: 0022-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9258659160.980307 - --- Energy: 46.9330182291436 - --- Workload: 434536000000.0 + --- Configuration: 200222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15542938143.76907 + --- Energy: 66.2043614748613 + --- Workload: 1029010000000.0 -------------- --- Neighbour 6 in the list of neghbours, And at position 130 in the X datas point -------------- - --- Configuration: 2022-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10578920865.440357 - --- Energy: 50.18755172966964 - --- Workload: 530930000000.0 + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 100 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 473 in the X datas point -------------- - --- Configuration: 2222-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11468876336.840899 - --- Energy: 53.84120579706395 - --- Workload: 617498000000.0 + --- Configuration: 222222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16028749164.501448 + --- Energy: 76.22620686685552 + --- Workload: 1221810000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 102 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 116 in the X datas point -------------- - --- Configuration: 0033-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8336042547.16116 - --- Energy: 59.96771726749321 - --- Workload: 499893000000.0 + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 181 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 117 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 583 in the X datas point -------------- - --- Configuration: 1011-2200 - --- Energy efficiency: 8782098570.274353 - --- Energy: 43.085080854083536 - --- Workload: 378377000000.0 + --- Configuration: 202222-2-0 + --- Energy efficiency: 15282668231.611895 + --- Energy: 59.2169275668937 + --- Workload: 904992000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (43.085080854083536 mAh) it is NOT far from the median. ---- Median :43.085080854083536, the gap is : 10 ---- So No we don't romove this configuration '2022-2200' - --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '0020-1100' +--- The energy of the current configuration (71.5812859564726 mAh) is far from the median. +--- Median :59.2169275668937, the gap is : 10 +--- So yes we remove this configuration '202222-2-1' +--- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 1, 2.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '111111-1-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0020-1100' ---- Neighbour 0 in the list of neghbours, And at position 131 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-1-2' +--- Neighbour 0 in the list of neghbours, And at position 65 in the X datas point -------------- - --- Configuration: 0020-1100 + --- Configuration: 111111-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 6670179627.937381 - --- Energy: 41.85807704041302 - --- Workload: 279201000000.0 + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 230 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 131 in the X datas point -------------- - --- Configuration: 2020-1100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7567673924.06596 - --- Energy: 41.73681879685515 - --- Workload: 315850000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 5 in the X datas point -------------- - --- Configuration: 0011-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 79 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 80 in the X datas point -------------- - --- Configuration: 0200-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6540008502.011052 - --- Energy: 42.722378810206706 - --- Workload: 279405000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 112 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 85 in the X datas point -------------- - --- Configuration: 0020-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4244013818.5089927 - --- Energy: 35.41951635507749 - --- Workload: 150321000000.0 + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 124 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 104 in the X datas point -------------- - --- Configuration: 0020-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8376542330.856669 - --- Energy: 48.301162810596125 - --- Workload: 404596000000.0 + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 140 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 111 in the X datas point -------------- - --- Configuration: 2020-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6005284650.492433 - --- Energy: 34.65163368892841 - --- Workload: 208093000000.0 + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 186 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 140 in the X datas point -------------- - --- Configuration: 0030-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6743861400.160503 - --- Energy: 41.3450979000584 - --- Workload: 278825000000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 192 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 246 in the X datas point -------------- - --- Configuration: 0020-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10017249703.99027 - --- Energy: 53.486611373072236 - --- Workload: 535789000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 247 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0020-1100' ---- Neighbour 0 in the list of neghbours, And at position 5 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-1-2' +--- Neighbour 0 in the list of neghbours, And at position 111 in the X datas point -------------- - --- Configuration: 0030-0000 + --- Configuration: 111111-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 140 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 5 in the X datas point -------------- - --- Configuration: 2020-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6005284650.492433 - --- Energy: 34.65163368892841 - --- Workload: 208093000000.0 + --- Configuration: 111110-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 112 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 80 in the X datas point -------------- - --- Configuration: 0020-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4244013818.5089927 - --- Energy: 35.41951635507749 - --- Workload: 150321000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 186 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 85 in the X datas point -------------- - --- Configuration: 0030-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6743861400.160503 - --- Energy: 41.3450979000584 - --- Workload: 278825000000.0 + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 230 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 65 in the X datas point -------------- - --- Configuration: 2020-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7567673924.06596 - --- Energy: 41.73681879685515 - --- Workload: 315850000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 131 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 246 in the X datas point -------------- - --- Configuration: 0020-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6670179627.937381 - --- Energy: 41.85807704041302 - --- Workload: 279201000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 79 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 131 in the X datas point -------------- - --- Configuration: 0200-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6540008502.011052 - --- Energy: 42.722378810206706 - --- Workload: 279405000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 247 in the X datas point -------------- - --- Configuration: 0011-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 124 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 140 in the X datas point -------------- - --- Configuration: 0020-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8376542330.856669 - --- Energy: 48.301162810596125 - --- Workload: 404596000000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 192 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 104 in the X datas point -------------- - --- Configuration: 0020-1111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10017249703.99027 - --- Energy: 53.486611373072236 - --- Workload: 535789000000.0 + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 230 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 65 in the X datas point -------------- - --- Configuration: 2020-1100 - --- Energy efficiency: 7567673924.06596 - --- Energy: 41.73681879685515 - --- Workload: 315850000000.0 + --- Configuration: 111111-1-2 + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (41.73681879685515 mAh) it is NOT far from the median. ---- Median :41.73681879685515, the gap is : 10 ---- So No we don't romove this configuration '0020-1100' - --- remove_aberrant_points: The value [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '1110-3330' +--- The energy of the current configuration (65.20383205963783 mAh) it is NOT far from the median. +--- Median :65.20383205963783, the gap is : 10 +--- So No we don't romove this configuration '111111-1-2' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '202022-3-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1110-3330' +--- Ordered by distance, Printing the list of the 10 first neighbours of '202022-3-3' --- Neighbour 0 in the list of neghbours, And at position 132 in the X datas point -------------- - --- Configuration: 1110-3330 + --- Configuration: 202022-3-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 9413093613.215984 - --- Energy: 49.7061517933472 - --- Workload: 467887000000.0 + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 222 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 705 in the X datas point +-------------- + --- Configuration: 202020-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11739583174.359812 + --- Energy: 83.50940706004823 + --- Workload: 980366000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 -------------- - --- Configuration: 1110-3330 +--- Neighbour 8 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202022-3-3' +--- Neighbour 0 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 8963143553.707155 - --- Energy: 52.92171748044021 - --- Workload: 474343000000.0 + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 123 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 164 in the X datas point -------------- - --- Configuration: 2220-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9571301409.852697 - --- Energy: 49.20594289132612 - --- Workload: 470964000000.0 + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 169 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 82 in the X datas point -------------- - --- Configuration: 1111-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10965958375.4152 - --- Energy: 49.989818506242955 - --- Workload: 548186000000.0 + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 217 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 705 in the X datas point -------------- - --- Configuration: 1100-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9132169894.888725 - --- Energy: 48.617857913878716 - --- Workload: 443986000000.0 + --- Configuration: 202020-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11739583174.359812 + --- Energy: 83.50940706004823 + --- Workload: 980366000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 9 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10000990098.019703 - --- Energy: 50.66357196918862 - --- Workload: 506686000000.0 + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 125 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 132 in the X datas point -------------- - --- Configuration: 2220-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9479212087.891254 - --- Energy: 49.57175430186782 - --- Workload: 469901000000.0 + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 152 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 30 in the X datas point -------------- - --- Configuration: 2220-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8252186829.509821 - --- Energy: 42.07453960416718 - --- Workload: 347206000000.0 + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 202 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 179 in the X datas point -------------- - --- Configuration: 1111-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9442424814.692413 - --- Energy: 43.80740929766881 - --- Workload: 413650000000.0 + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 206 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10558457958.332102 - --- Energy: 49.51707772839275 - --- Workload: 522824000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1110-3330' ---- Neighbour 0 in the list of neghbours, And at position 152 in the X datas point -------------- - --- Configuration: 2220-0330 +--- Median at position 4 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (84.49044180099274 mAh) it is NOT far from the median. +--- Median :84.49044180099274, the gap is : 10 +--- So No we don't romove this configuration '202022-3-3' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '303300-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303300-3-3' +--- Neighbour 0 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 8252186829.509821 - --- Energy: 42.07453960416718 - --- Workload: 347206000000.0 + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 202 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 -------------- - --- Configuration: 1111-3300 +--- Neighbour 2 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 443 in the X datas point +-------------- + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 637 in the X datas point +-------------- + --- Configuration: 202200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767808660.50236 + --- Energy: 75.38525435820448 + --- Workload: 1037890000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 658 in the X datas point +-------------- + --- Configuration: 003000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12284333175.684391 + --- Energy: 71.49261933404156 + --- Workload: 878239000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 717 in the X datas point +-------------- + --- Configuration: 333300-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977490542.653767 + --- Energy: 88.00551228316039 + --- Workload: 1142090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303300-3-3' +--- Neighbour 0 in the list of neghbours, And at position 658 in the X datas point +-------------- + --- Configuration: 003000-3-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 9442424814.692413 - --- Energy: 43.80740929766881 - --- Workload: 413650000000.0 + --- Energy efficiency: 12284333175.684391 + --- Energy: 71.49261933404156 + --- Workload: 878239000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 217 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 224 in the X datas point -------------- - --- Configuration: 1100-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9132169894.888725 - --- Energy: 48.617857913878716 - --- Workload: 443986000000.0 + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 123 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 133 in the X datas point -------------- - --- Configuration: 2220-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9571301409.852697 - --- Energy: 49.20594289132612 - --- Workload: 470964000000.0 + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 206 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 637 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10558457958.332102 - --- Energy: 49.51707772839275 - --- Workload: 522824000000.0 + --- Configuration: 202200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767808660.50236 + --- Energy: 75.38525435820448 + --- Workload: 1037890000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 125 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 11 in the X datas point -------------- - --- Configuration: 2220-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9479212087.891254 - --- Energy: 49.57175430186782 - --- Workload: 469901000000.0 + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 132 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 570 in the X datas point -------------- - --- Configuration: 1110-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9413093613.215984 - --- Energy: 49.7061517933472 - --- Workload: 467887000000.0 + --- Configuration: 202000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 169 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 9 in the X datas point -------------- - --- Configuration: 1111-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10965958375.4152 - --- Energy: 49.989818506242955 - --- Workload: 548186000000.0 + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 717 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10000990098.019703 - --- Energy: 50.66357196918862 - --- Workload: 506686000000.0 + --- Configuration: 333300-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977490542.653767 + --- Energy: 88.00551228316039 + --- Workload: 1142090000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 222 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 443 in the X datas point -------------- - --- Configuration: 1110-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8963143553.707155 - --- Energy: 52.92171748044021 - --- Workload: 474343000000.0 + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 -------------- +--- Neighbour 9 in the list of neghbours, And at position 317 in the X datas point -------------- ---- Median at position 4 in the list of neghbours, And at position 206 in the X datas point + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 11 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Energy efficiency: 10558457958.332102 - --- Energy: 49.51707772839275 - --- Workload: 522824000000.0 + --- Configuration: 003330-3-2 + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (49.51707772839275 mAh) it is NOT far from the median. ---- Median :49.51707772839275, the gap is : 10 ---- So No we don't romove this configuration '1110-3330' - --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '0111-2000' +--- The energy of the current configuration (75.87039020058079 mAh) it is NOT far from the median. +--- Median :75.87039020058079, the gap is : 10 +--- So No we don't romove this configuration '303300-3-3' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 0, 0, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '330333-3-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0111-2000' ---- Neighbour 0 in the list of neghbours, And at position 133 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '330333-3-0' +--- Neighbour 0 in the list of neghbours, And at position 134 in the X datas point -------------- - --- Configuration: 0111-2000 + --- Configuration: 330333-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 6681499595.769274 - --- Energy: 37.38840673928198 - --- Workload: 249811000000.0 + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 112 in the X datas point -------------- - --- Configuration: 0111-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3139835723.7949314 - --- Energy: 40.0701934667281 - --- Workload: 125814000000.0 + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 171 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 91 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 309 in the X datas point -------------- - --- Configuration: 0101-2020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8367150566.874451 - --- Energy: 43.37670883350873 - --- Workload: 362938000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 99 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 319 in the X datas point -------------- - --- Configuration: 0011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7849108733.703288 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 105 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 465 in the X datas point -------------- - --- Configuration: 1101-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6788174999.151478 - --- Energy: 36.70897651674008 - --- Workload: 249187000000.0 + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 111 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 476 in the X datas point -------------- - --- Configuration: 0011-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6806981239.9597025 - --- Energy: 35.94259902860859 - --- Workload: 244660000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15954255957.319174 + --- Energy: 64.94187940590403 + --- Workload: 1036100000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 165 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 619 in the X datas point -------------- - --- Configuration: 1111-2002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10098612955.510561 - --- Energy: 67.2428641168314 - --- Workload: 679060000000.0 + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11927480916.030533 + --- Energy: 57.869084231929165 + --- Workload: 690232000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 176 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 52 in the X datas point -------------- - --- Configuration: 0222-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9969791531.659073 - --- Energy: 42.75164023390624 - --- Workload: 426227000000.0 + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 210 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 68 in the X datas point -------------- - --- Configuration: 0220-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5281811027.365063 - --- Energy: 35.274079340197716 - --- Workload: 186311000000.0 + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0111-2000' ---- Neighbour 0 in the list of neghbours, And at position 210 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '330333-3-0' +--- Neighbour 0 in the list of neghbours, And at position 171 in the X datas point -------------- - --- Configuration: 0220-2000 + --- Configuration: 330330-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 5281811027.365063 - --- Energy: 35.274079340197716 - --- Workload: 186311000000.0 + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 111 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 619 in the X datas point -------------- - --- Configuration: 0011-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6806981239.9597025 - --- Energy: 35.94259902860859 - --- Workload: 244660000000.0 + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11927480916.030533 + --- Energy: 57.869084231929165 + --- Workload: 690232000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 105 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 52 in the X datas point -------------- - --- Configuration: 1101-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6788174999.151478 - --- Energy: 36.70897651674008 - --- Workload: 249187000000.0 + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 133 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 476 in the X datas point -------------- - --- Configuration: 0111-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6681499595.769274 - --- Energy: 37.38840673928198 - --- Workload: 249811000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15954255957.319174 + --- Energy: 64.94187940590403 + --- Workload: 1036100000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 134 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 68 in the X datas point -------------- - --- Configuration: 0111-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3139835723.7949314 - --- Energy: 40.0701934667281 - --- Workload: 125814000000.0 + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 99 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 465 in the X datas point -------------- - --- Configuration: 0011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7849108733.703288 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 176 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 112 in the X datas point -------------- - --- Configuration: 0222-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9969791531.659073 - --- Energy: 42.75164023390624 - --- Workload: 426227000000.0 + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 91 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 319 in the X datas point -------------- - --- Configuration: 0101-2020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8367150566.874451 - --- Energy: 43.37670883350873 - --- Workload: 362938000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 165 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 309 in the X datas point -------------- - --- Configuration: 1111-2002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10098612955.510561 - --- Energy: 67.2428641168314 - --- Workload: 679060000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 66 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 134 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 330333-3-0 + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (39.00759503929043 mAh) it is NOT far from the median. ---- Median :39.00759503929043, the gap is : 10 ---- So No we don't romove this configuration '0111-2000' - --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '0033-0220' +--- The energy of the current configuration (69.1154876227722 mAh) it is NOT far from the median. +--- Median :69.1154876227722, the gap is : 10 +--- So No we don't romove this configuration '330333-3-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 1, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '333033-2-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0033-0220' ---- Neighbour 0 in the list of neghbours, And at position 134 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '333033-2-1' +--- Neighbour 0 in the list of neghbours, And at position 135 in the X datas point -------------- - --- Configuration: 0033-0220 + --- Configuration: 333033-2-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 8384408354.2244835 - --- Energy: 59.697236073290554 - --- Workload: 500528000000.0 + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 102 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 62 in the X datas point -------------- - --- Configuration: 0033-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8336042547.16116 - --- Energy: 59.96771726749321 - --- Workload: 499893000000.0 + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 183 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 194 in the X datas point -------------- - --- Configuration: 3003-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8528930131.004368 - --- Energy: 58.99281399223083 - --- Workload: 503147000000.0 + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 243 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 223 in the X datas point -------------- - --- Configuration: 0022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10604498852.593224 - --- Energy: 53.16348231202643 - --- Workload: 563772000000.0 + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 258 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 375 in the X datas point -------------- - --- Configuration: 0022-0030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7249844128.351241 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 63 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 574 in the X datas point -------------- - --- Configuration: 0002-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4969363871.73078 - --- Energy: 42.2836539731841 - --- Workload: 210123000000.0 + --- Configuration: 333033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14444312840.70523 + --- Energy: 70.98779227993477 + --- Workload: 1025370000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 57 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 124 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 68 in the X datas point -------------- - --- Configuration: 0020-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8376542330.856669 - --- Energy: 48.301162810596125 - --- Workload: 404596000000.0 + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 129 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 92 in the X datas point -------------- - --- Configuration: 0333-0030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8477809334.068076 - --- Energy: 58.764018507515395 - --- Workload: 498189000000.0 + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0033-0220' ---- Neighbour 0 in the list of neghbours, And at position 12 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333033-2-1' +--- Neighbour 0 in the list of neghbours, And at position 57 in the X datas point -------------- - --- Configuration: 0022-0030 + --- Configuration: 033033-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 7249844128.351241 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 63 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 574 in the X datas point -------------- - --- Configuration: 0002-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4969363871.73078 - --- Energy: 42.2836539731841 - --- Workload: 210123000000.0 + --- Configuration: 333033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14444312840.70523 + --- Energy: 70.98779227993477 + --- Workload: 1025370000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 124 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 194 in the X datas point -------------- - --- Configuration: 0020-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8376542330.856669 - --- Energy: 48.301162810596125 - --- Workload: 404596000000.0 + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 243 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 68 in the X datas point -------------- - --- Configuration: 0022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10604498852.593224 - --- Energy: 53.16348231202643 - --- Workload: 563772000000.0 + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 258 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 129 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 62 in the X datas point -------------- - --- Configuration: 0333-0030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8477809334.068076 - --- Energy: 58.764018507515395 - --- Workload: 498189000000.0 + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 183 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 92 in the X datas point -------------- - --- Configuration: 3003-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8528930131.004368 - --- Energy: 58.99281399223083 - --- Workload: 503147000000.0 + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 134 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 135 in the X datas point -------------- - --- Configuration: 0033-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8384408354.2244835 - --- Energy: 59.697236073290554 - --- Workload: 500528000000.0 + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 102 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 223 in the X datas point -------------- - --- Configuration: 0033-2200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8336042547.16116 - --- Energy: 59.96771726749321 - --- Workload: 499893000000.0 + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 375 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 3 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 258 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 333033-2-2 + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (54.74622776577034 mAh) it is NOT far from the median. ---- Median :54.74622776577034, the gap is : 10 ---- So No we don't romove this configuration '0033-0220' - --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1] ---- Computing the list of the 10 first neighbours of '2022-1001' +--- The energy of the current configuration (75.3926735584727 mAh) it is NOT far from the median. +--- Median :75.3926735584727, the gap is : 10 +--- So No we don't romove this configuration '333033-2-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '222020-1-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2022-1001' ---- Neighbour 0 in the list of neghbours, And at position 135 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '222020-1-0' +--- Neighbour 0 in the list of neghbours, And at position 136 in the X datas point -------------- - --- Configuration: 2022-1001 + --- Configuration: 222020-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 10534122128.398308 - --- Energy: 50.34000387088341 - --- Workload: 530288000000.0 + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 90 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 661 in the X datas point -------------- - --- Configuration: 2002-1001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8795770993.306417 - --- Energy: 48.71596839606954 - --- Workload: 428493000000.0 + --- Configuration: 222020-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10742142391.394255 + --- Energy: 31.721882777468608 + --- Workload: 340761000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 140 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 155 in the X datas point -------------- - --- Configuration: 2020-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6005284650.492433 - --- Energy: 34.65163368892841 - --- Workload: 208093000000.0 + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 150 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 209 in the X datas point -------------- - --- Configuration: 3030-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8447801037.389967 - --- Energy: 43.884169684615244 - --- Workload: 370724000000.0 + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 166 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 248 in the X datas point -------------- - --- Configuration: 2000-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6591219177.81132 - --- Energy: 41.03159908655608 - --- Workload: 270449000000.0 + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 724 in the X datas point -------------- - --- Configuration: 0003-1001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6806147312.252427 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Configuration: 222020-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5766580360.18061 + --- Energy: 28.13171207069184 + --- Workload: 162224000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 55 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 19 in the X datas point -------------- - --- Configuration: 2002-0101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8950387999.31977 - --- Energy: 47.4541739001796 - --- Workload: 424732000000.0 + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 81 in the X datas point -------------- - --- Configuration: 3030-1000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4306298392.02818 - --- Energy: 43.625602385234735 - --- Workload: 187865000000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 84 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 89 in the X datas point -------------- - --- Configuration: 2002-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7263008047.412917 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 92 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 141 in the X datas point -------------- - --- Configuration: 0202-1001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8895689149.038376 - --- Energy: 48.8428586507307 - --- Workload: 434491000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2022-1001' ---- Neighbour 0 in the list of neghbours, And at position 140 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222020-1-0' +--- Neighbour 0 in the list of neghbours, And at position 724 in the X datas point -------------- - --- Configuration: 2020-1000 + --- Configuration: 222020-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 6005284650.492433 - --- Energy: 34.65163368892841 - --- Workload: 208093000000.0 + --- Energy efficiency: 5766580360.18061 + --- Energy: 28.13171207069184 + --- Workload: 162224000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 166 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 661 in the X datas point -------------- - --- Configuration: 2000-1001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6591219177.81132 - --- Energy: 41.03159908655608 - --- Workload: 270449000000.0 + --- Configuration: 222020-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10742142391.394255 + --- Energy: 31.721882777468608 + --- Workload: 340761000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 84 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 209 in the X datas point -------------- - --- Configuration: 2002-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7263008047.412917 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 89 in the X datas point -------------- - --- Configuration: 3030-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4306298392.02818 - --- Energy: 43.625602385234735 - --- Workload: 187865000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 150 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 136 in the X datas point -------------- - --- Configuration: 3030-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8447801037.389967 - --- Energy: 43.884169684615244 - --- Workload: 370724000000.0 + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 55 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 141 in the X datas point -------------- - --- Configuration: 2002-0101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8950387999.31977 - --- Energy: 47.4541739001796 - --- Workload: 424732000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 90 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 19 in the X datas point -------------- - --- Configuration: 2002-1001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8795770993.306417 - --- Energy: 48.71596839606954 - --- Workload: 428493000000.0 + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 92 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 155 in the X datas point -------------- - --- Configuration: 0202-1001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8895689149.038376 - --- Energy: 48.8428586507307 - --- Workload: 434491000000.0 + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 135 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 248 in the X datas point -------------- - --- Configuration: 2022-1001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10534122128.398308 - --- Energy: 50.34000387088341 - --- Workload: 530288000000.0 + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 81 in the X datas point -------------- - --- Configuration: 0003-1001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6806147312.252427 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 150 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 136 in the X datas point -------------- - --- Configuration: 3030-1001 - --- Energy efficiency: 8447801037.389967 - --- Energy: 43.884169684615244 - --- Workload: 370724000000.0 + --- Configuration: 222020-1-0 + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (43.884169684615244 mAh) it is NOT far from the median. ---- Median :43.884169684615244, the gap is : 10 ---- So No we don't romove this configuration '2022-1001' - --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1] ---- Computing the list of the 10 first neighbours of '0003-0001' +--- The energy of the current configuration (32.3911267160719 mAh) it is NOT far from the median. +--- Median :32.3911267160719, the gap is : 10 +--- So No we don't romove this configuration '222020-1-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '303333-0-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0003-0001' ---- Neighbour 0 in the list of neghbours, And at position 136 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '303333-0-3' +--- Neighbour 0 in the list of neghbours, And at position 95 in the X datas point -------------- - --- Configuration: 0003-0001 + --- Configuration: 303333-0-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 5256269415.345153 - --- Energy: 45.78293727571249 - --- Workload: 240648000000.0 + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 137 in the X datas point -------------- - --- Configuration: 0003-1001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6806147312.252427 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Configuration: 303333-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12840398976.87701 + --- Energy: 86.4225033041374 + --- Workload: 1109700000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 16 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 215 in the X datas point -------------- - --- Configuration: 0303-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 95 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 766 in the X datas point -------------- - --- Configuration: 3003-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7595205906.032112 - --- Energy: 65.80063109114849 - --- Workload: 499771000000.0 + --- Configuration: 303333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10578417278.363646 + --- Energy: 23.863863929112192 + --- Workload: 252442000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 149 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 34 in the X datas point -------------- - --- Configuration: 0033-0011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8411277841.329655 - --- Energy: 59.541753106093076 - --- Workload: 500822000000.0 + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 187 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 91 in the X datas point -------------- - --- Configuration: 0202-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7543867590.03606 - --- Energy: 40.37867051197721 - --- Workload: 304611000000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 207 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 99 in the X datas point -------------- - --- Configuration: 3000-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3629843118.1804323 - --- Energy: 34.55029567760096 - --- Workload: 125412000000.0 + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 211 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 159 in the X datas point -------------- - --- Configuration: 0303-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8479966080.135679 - --- Energy: 59.193870361299275 - --- Workload: 501963000000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 185 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0003-0001' ---- Neighbour 0 in the list of neghbours, And at position 207 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '303333-0-3' +--- Neighbour 0 in the list of neghbours, And at position 766 in the X datas point -------------- - --- Configuration: 3000-0001 + --- Configuration: 303333-1-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 3629843118.1804323 - --- Energy: 34.55029567760096 - --- Workload: 125412000000.0 + --- Energy efficiency: 10578417278.363646 + --- Energy: 23.863863929112192 + --- Workload: 252442000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 187 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 91 in the X datas point -------------- - --- Configuration: 0202-0001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7543867590.03606 - --- Energy: 40.37867051197721 - --- Workload: 304611000000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 159 in the X datas point -------------- - --- Configuration: 0303-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 136 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 16 in the X datas point -------------- - --- Configuration: 0003-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5256269415.345153 - --- Energy: 45.78293727571249 - --- Workload: 240648000000.0 + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 34 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 95 in the X datas point -------------- - --- Configuration: 0003-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6806147312.252427 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 211 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 137 in the X datas point -------------- - --- Configuration: 0303-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8479966080.135679 - --- Energy: 59.193870361299275 - --- Workload: 501963000000.0 + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12840398976.87701 + --- Energy: 86.4225033041374 + --- Workload: 1109700000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 149 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 215 in the X datas point -------------- - --- Configuration: 0033-0011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8411277841.329655 - --- Energy: 59.541753106093076 - --- Workload: 500822000000.0 + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 99 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 95 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 185 in the X datas point -------------- - --- Configuration: 3003-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7595205906.032112 - --- Energy: 65.80063109114849 - --- Workload: 499771000000.0 + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 2 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 34 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 033333-0-3 + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (53.38267358149647 mAh) it is NOT far from the median. ---- Median :53.38267358149647, the gap is : 10 ---- So No we don't romove this configuration '0003-0001' - --- remove_aberrant_points: The value [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0] ---- Computing the list of the 10 first neighbours of '3033-1010' +--- The energy of the current configuration (80.89218696331669 mAh) it is NOT far from the median. +--- Median :80.89218696331669, the gap is : 10 +--- So No we don't romove this configuration '303333-0-3' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '222202-3-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3033-1010' ---- Neighbour 0 in the list of neghbours, And at position 137 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '222202-3-1' +--- Neighbour 0 in the list of neghbours, And at position 138 in the X datas point -------------- - --- Configuration: 3033-1010 + --- Configuration: 222202-3-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 9521179864.608822 - --- Energy: 66.3571751425295 - --- Workload: 631797000000.0 + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 14 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 113 in the X datas point -------------- - --- Configuration: 3303-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9340120487.55429 - --- Energy: 67.3857084084629 - --- Workload: 629393000000.0 + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 221 in the X datas point -------------- - --- Configuration: 3030-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4306298392.02818 - --- Energy: 43.625602385234735 - --- Workload: 187865000000.0 + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 229 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 251 in the X datas point -------------- - --- Configuration: 3333-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9705063131.435669 - --- Energy: 64.55329768339193 - --- Workload: 626491000000.0 + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 249 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 272 in the X datas point -------------- - --- Configuration: 3030-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5246589716.684155 - --- Energy: 35.71821214035277 - --- Workload: 187399000000.0 + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 367 in the X datas point -------------- - --- Configuration: 0303-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8236960890.90969 - --- Energy: 61.00540758755291 - --- Workload: 502499000000.0 + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 396 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16284841418.21427 + --- Energy: 69.9632088197462 + --- Workload: 1139340000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 688 in the X datas point -------------- - --- Configuration: 3333-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Configuration: 022202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474880292.739979 + --- Energy: 72.83305131515111 + --- Workload: 1054250000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 44 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 12 in the X datas point -------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3033-1010' ---- Neighbour 0 in the list of neghbours, And at position 249 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222202-3-1' +--- Neighbour 0 in the list of neghbours, And at position 272 in the X datas point -------------- - --- Configuration: 3030-0010 + --- Configuration: 222202-3-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 5246589716.684155 - --- Energy: 35.71821214035277 - --- Workload: 187399000000.0 + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 44 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 396 in the X datas point -------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16284841418.21427 + --- Energy: 69.9632088197462 + --- Workload: 1139340000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 113 in the X datas point -------------- - --- Configuration: 3030-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4306298392.02818 - --- Energy: 43.625602385234735 - --- Workload: 187865000000.0 + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 688 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 022202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474880292.739979 + --- Energy: 72.83305131515111 + --- Workload: 1054250000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 367 in the X datas point -------------- - --- Configuration: 3333-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 221 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 138 in the X datas point -------------- - --- Configuration: 0303-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8236960890.90969 - --- Energy: 61.00540758755291 - --- Workload: 502499000000.0 + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 229 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 251 in the X datas point -------------- - --- Configuration: 3333-1000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9705063131.435669 - --- Energy: 64.55329768339193 - --- Workload: 626491000000.0 + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 137 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 12 in the X datas point -------------- - --- Configuration: 3033-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9521179864.608822 - --- Energy: 66.3571751425295 - --- Workload: 631797000000.0 + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 14 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 3303-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9340120487.55429 - --- Energy: 67.3857084084629 - --- Workload: 629393000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 21 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 367 in the X datas point -------------- - --- Configuration: 3333-0000 - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Configuration: 220202-3-1 + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (59.045602086542516 mAh) it is NOT far from the median. ---- Median :59.045602086542516, the gap is : 10 ---- So No we don't romove this configuration '3033-1010' - --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1] ---- Computing the list of the 10 first neighbours of '1111-0101' +--- The energy of the current configuration (75.0091801682557 mAh) it is NOT far from the median. +--- Median :75.0091801682557, the gap is : 10 +--- So No we don't romove this configuration '222202-3-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 0, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '111111-2-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1111-0101' ---- Neighbour 0 in the list of neghbours, And at position 96 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-2-3' +--- Neighbour 0 in the list of neghbours, And at position 103 in the X datas point -------------- - --- Configuration: 1111-0101 + --- Configuration: 111111-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 9080672696.233337 - --- Energy: 45.44863666563364 - --- Workload: 412706000000.0 + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 138 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 139 in the X datas point -------------- - --- Configuration: 1111-0101 + --- Configuration: 111111-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 8622547962.923044 - --- Energy: 48.5763010995366 - --- Workload: 418853000000.0 + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 52 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 147 in the X datas point -------------- - --- Configuration: 1101-0202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9914340101.522842 - --- Energy: 65.015157087009 - --- Workload: 644582000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 101 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 48 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6807769026.0124855 - --- Energy: 36.74164741869377 - --- Workload: 250128000000.0 + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 200 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 74 in the X datas point -------------- - --- Configuration: 0111-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6254338947.644929 - --- Energy: 35.98594879953233 - --- Workload: 225068000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 205 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 83 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6759862639.591164 - --- Energy: 36.90475887640218 - --- Workload: 249471000000.0 + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 98 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 38 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 104 in the X datas point -------------- - --- Configuration: 1110-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 2905397356.669485 - --- Energy: 30.668041259477853 - --- Workload: 89102900000.0 + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 140 in the X datas point -------------- - --- Configuration: 0111-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3139835723.7949314 - --- Energy: 40.0701934667281 - --- Workload: 125814000000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 55 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 158 in the X datas point -------------- - --- Configuration: 2002-0101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8950387999.31977 - --- Energy: 47.4541739001796 - --- Workload: 424732000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1111-0101' ---- Neighbour 0 in the list of neghbours, And at position 38 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-2-3' +--- Neighbour 0 in the list of neghbours, And at position 48 in the X datas point -------------- - --- Configuration: 1110-0000 + --- Configuration: 111011-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 2905397356.669485 - --- Energy: 30.668041259477853 - --- Workload: 89102900000.0 + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 200 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 140 in the X datas point -------------- - --- Configuration: 0111-0001 + --- Configuration: 111111-1-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 6254338947.644929 - --- Energy: 35.98594879953233 - --- Workload: 225068000000.0 + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 101 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 104 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6807769026.0124855 - --- Energy: 36.74164741869377 - --- Workload: 250128000000.0 + --- Configuration: 111111-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 205 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 139 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6759862639.591164 - --- Energy: 36.90475887640218 - --- Workload: 249471000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 158 in the X datas point -------------- - --- Configuration: 0111-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3139835723.7949314 - --- Energy: 40.0701934667281 - --- Workload: 125814000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 96 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 74 in the X datas point -------------- - --- Configuration: 1111-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9080672696.233337 - --- Energy: 45.44863666563364 - --- Workload: 412706000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 55 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 147 in the X datas point -------------- - --- Configuration: 2002-0101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8950387999.31977 - --- Energy: 47.4541739001796 - --- Workload: 424732000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 138 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 103 in the X datas point -------------- - --- Configuration: 1111-0101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8622547962.923044 - --- Energy: 48.5763010995366 - --- Workload: 418853000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 83 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 52 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point -------------- - --- Configuration: 1101-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9914340101.522842 - --- Energy: 65.015157087009 - --- Workload: 644582000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 48 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 158 in the X datas point -------------- - --- Configuration: 0111-0000 - --- Energy efficiency: 3139835723.7949314 - --- Energy: 40.0701934667281 - --- Workload: 125814000000.0 + --- Configuration: 222222-2-3 + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (40.0701934667281 mAh) it is NOT far from the median. ---- Median :40.0701934667281, the gap is : 10 ---- So No we don't romove this configuration '1111-0101' - --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '0100-3000' +--- The energy of the current configuration (81.9077463484616 mAh) it is NOT far from the median. +--- Median :81.9077463484616, the gap is : 10 +--- So No we don't romove this configuration '111111-2-3' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '111111-1-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0100-3000' ---- Neighbour 0 in the list of neghbours, And at position 139 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-1-3' +--- Neighbour 0 in the list of neghbours, And at position 140 in the X datas point -------------- - --- Configuration: 0100-3000 + --- Configuration: 111111-1-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 4292324465.390988 - --- Energy: 34.94046355190528 - --- Workload: 149976000000.0 + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 24 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 247 in the X datas point -------------- - --- Configuration: 0000-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3307720550.5370083 - --- Energy: 35.59789292409111 - --- Workload: 117748000000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 191 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 706 in the X datas point -------------- - --- Configuration: 1100-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5338401255.591975 - --- Energy: 35.023609845408956 - --- Workload: 186970000000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13008417747.124165 + --- Energy: 74.45417223065692 + --- Workload: 968531000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 25 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 65 in the X datas point -------------- - --- Configuration: 0000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5789616901.049658 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 76 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 94 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3331046015.069652 - --- Energy: 35.40657570372512 - --- Workload: 117941000000.0 + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 250 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 103 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3452478361.591869 - --- Energy: 34.331593464755564 - --- Workload: 118529000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 9 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 131 in the X datas point -------------- - --- Configuration: 0010-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6532788063.289651 - --- Energy: 42.64544340651106 - --- Workload: 278594000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 26 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 139 in the X datas point -------------- - --- Configuration: 0000-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7665772326.561901 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 147 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 323 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0100-3000' ---- Neighbour 0 in the list of neghbours, And at position 250 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-1-3' +--- Neighbour 0 in the list of neghbours, And at position 65 in the X datas point -------------- - --- Configuration: 0000-2000 + --- Configuration: 111111-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 3452478361.591869 - --- Energy: 34.331593464755564 - --- Workload: 118529000000.0 + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 139 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 131 in the X datas point -------------- - --- Configuration: 0100-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4292324465.390988 - --- Energy: 34.94046355190528 - --- Workload: 149976000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 191 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 247 in the X datas point -------------- - --- Configuration: 1100-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5338401255.591975 - --- Energy: 35.023609845408956 - --- Workload: 186970000000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 76 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 140 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3331046015.069652 - --- Energy: 35.40657570372512 - --- Workload: 117941000000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 24 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 706 in the X datas point -------------- - --- Configuration: 0000-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3307720550.5370083 - --- Energy: 35.59789292409111 - --- Workload: 117748000000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13008417747.124165 + --- Energy: 74.45417223065692 + --- Workload: 968531000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 323 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 139 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 25 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 94 in the X datas point -------------- - --- Configuration: 0000-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5789616901.049658 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 9 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 147 in the X datas point -------------- - --- Configuration: 0010-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6532788063.289651 - --- Energy: 42.64544340651106 - --- Workload: 278594000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 26 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 103 in the X datas point -------------- - --- Configuration: 0000-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7665772326.561901 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 24 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 706 in the X datas point -------------- - --- Configuration: 0000-3000 - --- Energy efficiency: 3307720550.5370083 - --- Energy: 35.59789292409111 - --- Workload: 117748000000.0 + --- Configuration: 111111-1-3 + --- Energy efficiency: 13008417747.124165 + --- Energy: 74.45417223065692 + --- Workload: 968531000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (35.59789292409111 mAh) it is NOT far from the median. ---- Median :35.59789292409111, the gap is : 10 ---- So No we don't romove this configuration '0100-3000' - --- remove_aberrant_points: The value [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '2020-1000' +--- The energy of the current configuration (74.45417223065692 mAh) it is NOT far from the median. +--- Median :74.45417223065692, the gap is : 10 +--- So No we don't romove this configuration '111111-1-3' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '111110-1-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2020-1000' ---- Neighbour 0 in the list of neghbours, And at position 140 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '111110-1-0' +--- Neighbour 0 in the list of neghbours, And at position 89 in the X datas point -------------- - --- Configuration: 2020-1000 + --- Configuration: 111110-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 6005284650.492433 - --- Energy: 34.65163368892841 - --- Workload: 208093000000.0 + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 141 in the X datas point -------------- - --- Configuration: 3030-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4306298392.02818 - --- Energy: 43.625602385234735 - --- Workload: 187865000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 230 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 417 in the X datas point -------------- - --- Configuration: 2020-1100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7567673924.06596 - --- Energy: 41.73681879685515 - --- Workload: 315850000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 3 in the X datas point -------------- - --- Configuration: 2000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 39 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 167 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3029054692.61153 - --- Energy: 30.508250558695604 - --- Workload: 92411200000.0 + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 44 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 172 in the X datas point -------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 209 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 69 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 325 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 97 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 347 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2991522026.5766816 - --- Energy: 30.63396781022152 - --- Workload: 91642100000.0 + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 112 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 427 in the X datas point -------------- - --- Configuration: 0020-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4244013818.5089927 - --- Energy: 35.41951635507749 - --- Workload: 150321000000.0 + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2020-1000' ---- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111110-1-0' +--- Neighbour 0 in the list of neghbours, And at position 3 in the X datas point -------------- - --- Configuration: 2000-0000 + --- Configuration: 101110-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 39 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 172 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3029054692.61153 - --- Energy: 30.508250558695604 - --- Workload: 92411200000.0 + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 97 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 209 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2991522026.5766816 - --- Energy: 30.63396781022152 - --- Workload: 91642100000.0 + --- Configuration: 222220-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 140 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 89 in the X datas point -------------- - --- Configuration: 2020-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6005284650.492433 - --- Energy: 34.65163368892841 - --- Workload: 208093000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 112 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 427 in the X datas point -------------- - --- Configuration: 0020-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4244013818.5089927 - --- Energy: 35.41951635507749 - --- Workload: 150321000000.0 + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 69 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 141 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 44 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 417 in the X datas point -------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 167 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 230 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 325 in the X datas point -------------- - --- Configuration: 2020-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7567673924.06596 - --- Energy: 41.73681879685515 - --- Workload: 315850000000.0 + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 347 in the X datas point -------------- - --- Configuration: 3030-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4306298392.02818 - --- Energy: 43.625602385234735 - --- Workload: 187865000000.0 + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 112 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 427 in the X datas point -------------- - --- Configuration: 0020-2000 - --- Energy efficiency: 4244013818.5089927 - --- Energy: 35.41951635507749 - --- Workload: 150321000000.0 + --- Configuration: 101110-1-0 + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (35.41951635507749 mAh) it is NOT far from the median. ---- Median :35.41951635507749, the gap is : 10 ---- So No we don't romove this configuration '2020-1000' - --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '0202-0200' +--- The energy of the current configuration (33.06575864579996 mAh) it is NOT far from the median. +--- Median :33.06575864579996, the gap is : 10 +--- So No we don't romove this configuration '111110-1-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '222022-0-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0202-0200' ---- Neighbour 0 in the list of neghbours, And at position 141 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '222022-0-3' +--- Neighbour 0 in the list of neghbours, And at position 142 in the X datas point -------------- - --- Configuration: 0202-0200 + --- Configuration: 222022-0-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 7512075661.626064 - --- Energy: 40.5630522502661 - --- Workload: 304712000000.0 + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 82 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 232 in the X datas point -------------- - --- Configuration: 0101-0200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5549420363.04308 - --- Energy: 37.334916995372765 - --- Workload: 207187000000.0 + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 269 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 85 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 510 in the X datas point -------------- - --- Configuration: 0001-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4385426351.149858 - --- Energy: 36.59285860316189 - --- Workload: 160475000000.0 + --- Configuration: 111011-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11392233458.761824 + --- Energy: 69.72901800554702 + --- Workload: 794369000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 104 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 640 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4093227346.033253 - --- Energy: 35.39655176899871 - --- Workload: 144886000000.0 + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14620310535.395771 + --- Energy: 81.50438397997827 + --- Workload: 1191620000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 118 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 16 in the X datas point -------------- - --- Configuration: 0222-0300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9750580159.519491 - --- Energy: 43.43833566298026 - --- Workload: 423547000000.0 + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 122 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 22 in the X datas point -------------- - --- Configuration: 0200-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4242843383.922169 - --- Energy: 35.404255909220375 - --- Workload: 150215000000.0 + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 171 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 39 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7192278369.94203 - --- Energy: 51.67993691242756 - --- Workload: 371696000000.0 + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 172 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 43 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4197888462.103562 - --- Energy: 35.26956535624208 - --- Workload: 148058000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 75 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0202-0200' ---- Neighbour 0 in the list of neghbours, And at position 172 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222022-0-3' +--- Neighbour 0 in the list of neghbours, And at position 269 in the X datas point -------------- - --- Configuration: 0100-0200 + --- Configuration: 222022-1-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 4197888462.103562 - --- Energy: 35.26956535624208 - --- Workload: 148058000000.0 + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 104 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 22 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4093227346.033253 - --- Energy: 35.39655176899871 - --- Workload: 144886000000.0 + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 122 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 510 in the X datas point -------------- - --- Configuration: 0200-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4242843383.922169 - --- Energy: 35.404255909220375 - --- Workload: 150215000000.0 + --- Configuration: 111011-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11392233458.761824 + --- Energy: 69.72901800554702 + --- Workload: 794369000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 85 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 75 in the X datas point -------------- - --- Configuration: 0001-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4385426351.149858 - --- Energy: 36.59285860316189 - --- Workload: 160475000000.0 + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 82 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 43 in the X datas point -------------- - --- Configuration: 0101-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5549420363.04308 - --- Energy: 37.334916995372765 - --- Workload: 207187000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 141 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 232 in the X datas point -------------- - --- Configuration: 0202-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7512075661.626064 - --- Energy: 40.5630522502661 - --- Workload: 304712000000.0 + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 118 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 142 in the X datas point -------------- - --- Configuration: 0222-0300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9750580159.519491 - --- Energy: 43.43833566298026 - --- Workload: 423547000000.0 + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 171 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 16 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7192278369.94203 - --- Energy: 51.67993691242756 - --- Workload: 371696000000.0 + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 640 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14620310535.395771 + --- Energy: 81.50438397997827 + --- Workload: 1191620000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 39 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 82 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 43 in the X datas point -------------- - --- Configuration: 0101-0200 - --- Energy efficiency: 5549420363.04308 - --- Energy: 37.334916995372765 - --- Workload: 207187000000.0 + --- Configuration: 333033-0-2 + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (37.334916995372765 mAh) it is NOT far from the median. ---- Median :37.334916995372765, the gap is : 10 ---- So No we don't romove this configuration '0202-0200' - --- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0] ---- Computing the list of the 10 first neighbours of '0300-0010' +--- The energy of the current configuration (72.52828772049172 mAh) it is NOT far from the median. +--- Median :72.52828772049172, the gap is : 10 +--- So No we don't romove this configuration '222022-0-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '220020-0-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0300-0010' ---- Neighbour 0 in the list of neghbours, And at position 142 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '220020-0-3' +--- Neighbour 0 in the list of neghbours, And at position 143 in the X datas point -------------- - --- Configuration: 0300-0010 + --- Configuration: 220020-0-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 3550266447.4968843 - --- Energy: 34.61491775303547 - --- Workload: 122892000000.0 + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 155 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 237 in the X datas point -------------- - --- Configuration: 0200-0010 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3751444306.0578322 - --- Energy: 34.495214714826176 - --- Workload: 129407000000.0 + --- Configuration: 110010-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10831501906.88591 + --- Energy: 62.4324044343125 + --- Workload: 676237000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 179 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 22 in the X datas point -------------- - --- Configuration: 0300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1047552602.8539523 - --- Energy: 28.209089181571862 - --- Workload: 29550500000.0 + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 35 in the X datas point -------------- - --- Configuration: 0303-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8236960890.90969 - --- Energy: 61.00540758755291 - --- Workload: 502499000000.0 + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 42 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 142 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2075033200.5312083 - --- Energy: 29.0248902377268 - --- Workload: 60227600000.0 + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 352 in the X datas point -------------- - --- Configuration: 0303-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11831169215.2977 + --- Energy: 61.61278385319 + --- Workload: 728951000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 482 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 220222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13826458587.682562 + --- Energy: 73.62693555372604 + --- Workload: 1018000000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 615 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 14 in the X datas point -------------- - --- Configuration: 0020-0010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0300-0010' ---- Neighbour 0 in the list of neghbours, And at position 179 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '220020-0-3' +--- Neighbour 0 in the list of neghbours, And at position 14 in the X datas point -------------- - --- Configuration: 0300-0000 + --- Configuration: 333030-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 1047552602.8539523 - --- Energy: 28.209089181571862 - --- Workload: 29550500000.0 + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 352 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2075033200.5312083 - --- Energy: 29.0248902377268 - --- Workload: 60227600000.0 + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11831169215.2977 + --- Energy: 61.61278385319 + --- Workload: 728951000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 615 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 42 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 155 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 237 in the X datas point -------------- - --- Configuration: 0200-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3751444306.0578322 - --- Energy: 34.495214714826176 - --- Workload: 129407000000.0 + --- Configuration: 110010-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10831501906.88591 + --- Energy: 62.4324044343125 + --- Workload: 676237000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 142 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 143 in the X datas point -------------- - --- Configuration: 0300-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3550266447.4968843 - --- Energy: 34.61491775303547 - --- Workload: 122892000000.0 + --- Configuration: 220020-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 35 in the X datas point -------------- - --- Configuration: 0020-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 22 in the X datas point -------------- - --- Configuration: 0303-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 482 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 220222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13826458587.682562 + --- Energy: 73.62693555372604 + --- Workload: 1018000000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 142 in the X datas point -------------- - --- Configuration: 0303-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8236960890.90969 - --- Energy: 61.00540758755291 - --- Workload: 502499000000.0 + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 155 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 237 in the X datas point -------------- - --- Configuration: 0200-0010 - --- Energy efficiency: 3751444306.0578322 - --- Energy: 34.495214714826176 - --- Workload: 129407000000.0 + --- Configuration: 110010-0-3 + --- Energy efficiency: 10831501906.88591 + --- Energy: 62.4324044343125 + --- Workload: 676237000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (34.495214714826176 mAh) it is NOT far from the median. ---- Median :34.495214714826176, the gap is : 10 ---- So No we don't romove this configuration '0300-0010' - --- remove_aberrant_points: The value [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '0200-3330' +--- The energy of the current configuration (62.4324044343125 mAh) it is NOT far from the median. +--- Median :62.4324044343125, the gap is : 10 +--- So No we don't romove this configuration '220020-0-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '033330-3-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0200-3330' ---- Neighbour 0 in the list of neghbours, And at position 143 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '033330-3-2' +--- Neighbour 0 in the list of neghbours, And at position 144 in the X datas point -------------- - --- Configuration: 0200-3330 + --- Configuration: 033330-3-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 8906781623.528154 - --- Energy: 47.48626285009536 - --- Workload: 422949000000.0 + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 26 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 11 in the X datas point -------------- - --- Configuration: 0000-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7665772326.561901 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 123 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 260 in the X datas point -------------- - --- Configuration: 2220-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9571301409.852697 - --- Energy: 49.20594289132612 - --- Workload: 470964000000.0 + --- Configuration: 033030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 204 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 0002-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9147875405.936972 - --- Energy: 51.28673303694986 - --- Workload: 469163000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 217 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 151 in the X datas point -------------- - --- Configuration: 1100-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9132169894.888725 - --- Energy: 48.617857913878716 - --- Workload: 443986000000.0 + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 242 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 182 in the X datas point -------------- - --- Configuration: 2200-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7549106940.648921 - --- Energy: 41.72057827645338 - --- Workload: 314953000000.0 + --- Configuration: 030330-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 25 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 214 in the X datas point -------------- - --- Configuration: 0000-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5789616901.049658 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 31 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 242 in the X datas point -------------- - --- Configuration: 3000-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8224428196.629629 - --- Energy: 49.410116578739654 - --- Workload: 406369000000.0 + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 57 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 374 in the X datas point -------------- - --- Configuration: 0101-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9185604320.908272 - --- Energy: 48.9191931692468 - --- Workload: 449351000000.0 + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 103 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 393 in the X datas point -------------- - --- Configuration: 0101-0330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7878296082.123358 - --- Energy: 42.51302006574951 - --- Workload: 334929000000.0 + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0200-3330' ---- Neighbour 0 in the list of neghbours, And at position 242 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '033330-3-2' +--- Neighbour 0 in the list of neghbours, And at position 260 in the X datas point -------------- - --- Configuration: 2200-3300 + --- Configuration: 033030-3-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 7549106940.648921 - --- Energy: 41.72057827645338 - --- Workload: 314953000000.0 + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 25 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 374 in the X datas point -------------- - --- Configuration: 0000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5789616901.049658 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 103 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 182 in the X datas point -------------- - --- Configuration: 0101-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7878296082.123358 - --- Energy: 42.51302006574951 - --- Workload: 334929000000.0 + --- Configuration: 030330-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 143 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 11 in the X datas point -------------- - --- Configuration: 0200-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8906781623.528154 - --- Energy: 47.48626285009536 - --- Workload: 422949000000.0 + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 217 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 144 in the X datas point -------------- - --- Configuration: 1100-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9132169894.888725 - --- Energy: 48.617857913878716 - --- Workload: 443986000000.0 + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 26 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 242 in the X datas point -------------- - --- Configuration: 0000-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7665772326.561901 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 57 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 0101-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9185604320.908272 - --- Energy: 48.9191931692468 - --- Workload: 449351000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 123 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 151 in the X datas point -------------- - --- Configuration: 2220-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9571301409.852697 - --- Energy: 49.20594289132612 - --- Workload: 470964000000.0 + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 31 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 393 in the X datas point -------------- - --- Configuration: 3000-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8224428196.629629 - --- Energy: 49.410116578739654 - --- Workload: 406369000000.0 + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 204 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 214 in the X datas point -------------- - --- Configuration: 0002-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9147875405.936972 - --- Energy: 51.28673303694986 - --- Workload: 469163000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 217 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 144 in the X datas point -------------- - --- Configuration: 1100-3330 - --- Energy efficiency: 9132169894.888725 - --- Energy: 48.617857913878716 - --- Workload: 443986000000.0 + --- Configuration: 033330-3-2 + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (48.617857913878716 mAh) it is NOT far from the median. ---- Median :48.617857913878716, the gap is : 10 ---- So No we don't romove this configuration '0200-3330' - --- remove_aberrant_points: The value [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0.0, 1, 1, 0, 1] ---- Computing the list of the 10 first neighbours of '3333-1101' +--- The energy of the current configuration (79.7127969833484 mAh) it is NOT far from the median. +--- Median :79.7127969833484, the gap is : 10 +--- So No we don't romove this configuration '033330-3-2' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 1, 0, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '111111-2-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3333-1101' ---- Neighbour 0 in the list of neghbours, And at position 144 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-2-0' +--- Neighbour 0 in the list of neghbours, And at position 145 in the X datas point -------------- - --- Configuration: 3333-1101 + --- Configuration: 111111-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 10947566629.6274 - --- Energy: 79.26313007840331 - --- Workload: 867738000000.0 + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 175 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 265 in the X datas point -------------- - --- Configuration: 3333-1111 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 11523551835.240866 - --- Energy: 83.54140347554512 - --- Workload: 962694000000.0 + --- Configuration: 111111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 59 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 3330-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9820095844.135439 - --- Energy: 58.230522602615636 - --- Workload: 571832000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 93 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 3003-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9428892010.8998 - --- Energy: 67.46193459835338 - --- Workload: 636090000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 116 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 167 in the X datas point -------------- - --- Configuration: 3330-2202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10286076355.602003 - --- Energy: 84.88778487940925 - --- Workload: 873162000000.0 + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 159 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 198 in the X datas point -------------- - --- Configuration: 3330-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8262619084.997563 - --- Energy: 42.07329975259821 - --- Workload: 347637000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 189 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 213 in the X datas point -------------- - --- Configuration: 3333-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9681573061.991112 - --- Energy: 64.59775499830239 - --- Workload: 625410000000.0 + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 193 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 217 in the X datas point -------------- - --- Configuration: 3030-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9152396555.037937 - --- Energy: 48.568093302538465 - --- Workload: 444514000000.0 + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 229 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 345 in the X datas point -------------- - --- Configuration: 3333-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9705063131.435669 - --- Energy: 64.55329768339193 - --- Workload: 626491000000.0 + --- Configuration: 011111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 347 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3333-1101' ---- Neighbour 0 in the list of neghbours, And at position 159 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-2-0' +--- Neighbour 0 in the list of neghbours, And at position 265 in the X datas point -------------- - --- Configuration: 3330-0101 + --- Configuration: 111111-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 8262619084.997563 - --- Energy: 42.07329975259821 - --- Workload: 347637000000.0 + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 193 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 167 in the X datas point -------------- - --- Configuration: 3030-1101 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9152396555.037937 - --- Energy: 48.568093302538465 - --- Workload: 444514000000.0 + --- Configuration: 111111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 59 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 213 in the X datas point -------------- - --- Configuration: 3330-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9820095844.135439 - --- Energy: 58.230522602615636 - --- Workload: 571832000000.0 + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 347 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 229 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 345 in the X datas point -------------- - --- Configuration: 3333-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9705063131.435669 - --- Energy: 64.55329768339193 - --- Workload: 626491000000.0 + --- Configuration: 011111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 189 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 217 in the X datas point -------------- - --- Configuration: 3333-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9681573061.991112 - --- Energy: 64.59775499830239 - --- Workload: 625410000000.0 + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 93 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 145 in the X datas point -------------- - --- Configuration: 3003-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9428892010.8998 - --- Energy: 67.46193459835338 - --- Workload: 636090000000.0 + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 144 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 3333-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10947566629.6274 - --- Energy: 79.26313007840331 - --- Workload: 867738000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 175 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 3333-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11523551835.240866 - --- Energy: 83.54140347554512 - --- Workload: 962694000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 116 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 198 in the X datas point -------------- - --- Configuration: 3330-2202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10286076355.602003 - --- Energy: 84.88778487940925 - --- Workload: 873162000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 229 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 345 in the X datas point -------------- - --- Configuration: 3333-1000 - --- Energy efficiency: 9705063131.435669 - --- Energy: 64.55329768339193 - --- Workload: 626491000000.0 + --- Configuration: 011111-2-0 + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (79.26313007840331 mAh) is far from the median. ---- Median :64.55329768339193, the gap is : 10 ---- So yes we remove this configuration '3333-1101' ---- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0.0, 1, 1, 0, 1] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 2.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '3333-3000' +--- The energy of the current configuration (45.25936522348479 mAh) it is NOT far from the median. +--- Median :45.25936522348479, the gap is : 10 +--- So No we don't romove this configuration '111111-2-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '111101-1-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3333-3000' ---- Neighbour 0 in the list of neghbours, And at position 22 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '111101-1-1' +--- Neighbour 0 in the list of neghbours, And at position 38 in the X datas point -------------- - --- Configuration: 3333-3000 + --- Configuration: 111101-1-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 9400881802.713095 - --- Energy: 66.34289826476824 - --- Workload: 623684000000.0 + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 145 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 146 in the X datas point -------------- - --- Configuration: 3333-3000 + --- Configuration: 111101-1-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 9639669166.554203 - --- Energy: 64.97706889442466 - --- Workload: 626356000000.0 + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 23 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 341 in the X datas point -------------- - --- Configuration: 3333-3300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9963434196.49885 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 490 in the X datas point -------------- - --- Configuration: 3330-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5822958761.806049 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929324771.852247 + --- Energy: 40.838573735993684 + --- Workload: 650531000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 228 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 4 in the X datas point -------------- - --- Configuration: 0333-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8547519937.090253 - --- Energy: 58.44164899316907 - --- Workload: 499532000000.0 + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 1 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 0033-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 54 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 234 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 65 in the X datas point -------------- - --- Configuration: 3330-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7804268935.107504 - --- Energy: 38.575829271360156 - --- Workload: 301057000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 29 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 113 in the X datas point -------------- - --- Configuration: 3000-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 3300-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3333-3000' ---- Neighbour 0 in the list of neghbours, And at position 29 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111101-1-1' +--- Neighbour 0 in the list of neghbours, And at position 4 in the X datas point -------------- - --- Configuration: 3000-3000 + --- Configuration: 111101-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 54 in the X datas point -------------- - --- Configuration: 3300-3000 + --- Configuration: 110101-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 341 in the X datas point -------------- - --- Configuration: 3300-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 490 in the X datas point -------------- - --- Configuration: 3330-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5822958761.806049 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929324771.852247 + --- Energy: 40.838573735993684 + --- Workload: 650531000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 234 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 146 in the X datas point -------------- - --- Configuration: 3330-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7804268935.107504 - --- Energy: 38.575829271360156 - --- Workload: 301057000000.0 + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 1 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 38 in the X datas point -------------- - --- Configuration: 0033-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 228 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 0333-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8547519937.090253 - --- Energy: 58.44164899316907 - --- Workload: 499532000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 145 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 3333-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9639669166.554203 - --- Energy: 64.97706889442466 - --- Workload: 626356000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 22 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 65 in the X datas point -------------- - --- Configuration: 3333-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9400881802.713095 - --- Energy: 66.34289826476824 - --- Workload: 623684000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 23 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 113 in the X datas point -------------- - --- Configuration: 3333-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9963434196.49885 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 234 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 146 in the X datas point -------------- - --- Configuration: 3330-2000 - --- Energy efficiency: 7804268935.107504 - --- Energy: 38.575829271360156 - --- Workload: 301057000000.0 + --- Configuration: 111101-1-1 + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (64.97706889442466 mAh) is far from the median. ---- Median :38.575829271360156, the gap is : 10 ---- So yes we remove this configuration '3333-3000' ---- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 2.0, 1, 0, 0, 0] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 0, 1.0, 0, 0, 1, 1] ---- Computing the list of the 10 first neighbours of '2000-0022' +--- The energy of the current configuration (41.1716606409971 mAh) it is NOT far from the median. +--- Median :41.1716606409971, the gap is : 10 +--- So No we don't romove this configuration '111101-1-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '111111-2-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2000-0022' ---- Neighbour 0 in the list of neghbours, And at position 146 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-2-3' +--- Neighbour 0 in the list of neghbours, And at position 103 in the X datas point -------------- - --- Configuration: 2000-0022 + --- Configuration: 111111-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 8308684236.764266 - --- Energy: 64.3370683100252 - --- Workload: 534556000000.0 + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 98 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 139 in the X datas point -------------- - --- Configuration: 2020-0022 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8754497623.153894 - --- Energy: 65.93701913313123 - --- Workload: 577244000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 164 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 147 in the X datas point -------------- - --- Configuration: 3000-0011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6788774083.176061 - --- Energy: 41.16379423683102 - --- Workload: 279451000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 173 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 48 in the X datas point -------------- - --- Configuration: 2200-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6207016411.351391 - --- Energy: 47.115411060327354 - --- Workload: 292447000000.0 + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 74 in the X datas point -------------- - --- Configuration: 2000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 49 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 83 in the X datas point -------------- - --- Configuration: 3000-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8354358468.81318 - --- Energy: 64.35822134376 - --- Workload: 537670000000.0 + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 54 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 98 in the X datas point -------------- - --- Configuration: 1001-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7043096708.760907 - --- Energy: 47.6050128004243 - --- Workload: 335286000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 63 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 104 in the X datas point -------------- - --- Configuration: 0002-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4969363871.73078 - --- Energy: 42.2836539731841 - --- Workload: 210123000000.0 + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 65 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 140 in the X datas point -------------- - --- Configuration: 1000-0030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3845281263.097989 - --- Energy: 39.12249647942367 - --- Workload: 150437000000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 69 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 158 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2000-0022' ---- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-2-3' +--- Neighbour 0 in the list of neghbours, And at position 48 in the X datas point -------------- - --- Configuration: 2000-0000 + --- Configuration: 111011-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 69 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 140 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 65 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 104 in the X datas point -------------- - --- Configuration: 1000-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3845281263.097989 - --- Energy: 39.12249647942367 - --- Workload: 150437000000.0 + --- Configuration: 111111-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 164 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 139 in the X datas point -------------- - --- Configuration: 3000-0011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6788774083.176061 - --- Energy: 41.16379423683102 - --- Workload: 279451000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 63 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 158 in the X datas point -------------- - --- Configuration: 0002-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4969363871.73078 - --- Energy: 42.2836539731841 - --- Workload: 210123000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 173 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 74 in the X datas point -------------- - --- Configuration: 2200-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6207016411.351391 - --- Energy: 47.115411060327354 - --- Workload: 292447000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 54 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 147 in the X datas point -------------- - --- Configuration: 1001-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7043096708.760907 - --- Energy: 47.6050128004243 - --- Workload: 335286000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 146 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 103 in the X datas point -------------- - --- Configuration: 2000-0022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8308684236.764266 - --- Energy: 64.3370683100252 - --- Workload: 534556000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 49 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 83 in the X datas point -------------- - --- Configuration: 3000-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8354358468.81318 - --- Energy: 64.35822134376 - --- Workload: 537670000000.0 + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 -------------- --- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point -------------- - --- Configuration: 2020-0022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8754497623.153894 - --- Energy: 65.93701913313123 - --- Workload: 577244000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 63 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 158 in the X datas point -------------- - --- Configuration: 0002-0020 - --- Energy efficiency: 4969363871.73078 - --- Energy: 42.2836539731841 - --- Workload: 210123000000.0 + --- Configuration: 222222-2-3 + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (64.3370683100252 mAh) is far from the median. ---- Median :42.2836539731841, the gap is : 10 ---- So yes we remove this configuration '2000-0022' ---- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 1.0, 0, 0, 1, 1] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '1010-2000' +--- The energy of the current configuration (81.9077463484616 mAh) it is NOT far from the median. +--- Median :81.9077463484616, the gap is : 10 +--- So No we don't romove this configuration '111111-2-3' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '333300-1-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1010-2000' ---- Neighbour 0 in the list of neghbours, And at position 147 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '333300-1-0' +--- Neighbour 0 in the list of neghbours, And at position 63 in the X datas point -------------- - --- Configuration: 1010-2000 + --- Configuration: 333300-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 5000900162.029165 - --- Energy: 35.48607288213239 - --- Workload: 177462000000.0 + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 148 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 529 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10992187852.093517 + --- Energy: 31.06062061477282 + --- Workload: 341424000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 47 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 234 in the X datas point -------------- - --- Configuration: 1001-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 69 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 261 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 333330-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 76 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 306 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3331046015.069652 - --- Energy: 35.40657570372512 - --- Workload: 117941000000.0 + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 112 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 58 in the X datas point -------------- - --- Configuration: 0020-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4244013818.5089927 - --- Energy: 35.41951635507749 - --- Workload: 150321000000.0 + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 117 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 192 in the X datas point -------------- - --- Configuration: 1011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8782098570.274353 - --- Energy: 43.085080854083536 - --- Workload: 378377000000.0 + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 140 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 209 in the X datas point -------------- - --- Configuration: 2020-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6005284650.492433 - --- Energy: 34.65163368892841 - --- Workload: 208093000000.0 + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 190 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 287 in the X datas point -------------- - --- Configuration: 1000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6563747111.951271 - --- Energy: 40.76551455796704 - --- Workload: 267574000000.0 + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1010-2000' ---- Neighbour 0 in the list of neghbours, And at position 140 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333300-1-0' +--- Neighbour 0 in the list of neghbours, And at position 261 in the X datas point -------------- - --- Configuration: 2020-1000 + --- Configuration: 333330-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 6005284650.492433 - --- Energy: 34.65163368892841 - --- Workload: 208093000000.0 + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 76 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 529 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3331046015.069652 - --- Energy: 35.40657570372512 - --- Workload: 117941000000.0 + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10992187852.093517 + --- Energy: 31.06062061477282 + --- Workload: 341424000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 112 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 209 in the X datas point -------------- - --- Configuration: 0020-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4244013818.5089927 - --- Energy: 35.41951635507749 - --- Workload: 150321000000.0 + --- Configuration: 222220-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 147 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 148 in the X datas point -------------- - --- Configuration: 1010-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5000900162.029165 - --- Energy: 35.48607288213239 - --- Workload: 177462000000.0 + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 69 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 63 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 58 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 234 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 47 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 287 in the X datas point -------------- - --- Configuration: 1001-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 190 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 306 in the X datas point -------------- - --- Configuration: 1000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6563747111.951271 - --- Energy: 40.76551455796704 - --- Workload: 267574000000.0 + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 192 in the X datas point -------------- - --- Configuration: 1011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8782098570.274353 - --- Energy: 43.085080854083536 - --- Workload: 378377000000.0 + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 69 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 63 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 333300-1-0 + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (36.241340818491324 mAh) it is NOT far from the median. ---- Median :36.241340818491324, the gap is : 10 ---- So No we don't romove this configuration '1010-2000' - --- remove_aberrant_points: The value [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 1] ---- Computing the list of the 10 first neighbours of '3030-2002' +--- The energy of the current configuration (32.97385398783962 mAh) it is NOT far from the median. +--- Median :32.97385398783962, the gap is : 10 +--- So No we don't romove this configuration '333300-1-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '111011-0-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3030-2002' ---- Neighbour 0 in the list of neghbours, And at position 148 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '111011-0-0' +--- Neighbour 0 in the list of neghbours, And at position 149 in the X datas point -------------- - --- Configuration: 3030-2002 + --- Configuration: 111011-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 8823477508.95583 - --- Energy: 65.30338482528335 - --- Workload: 576204000000.0 + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 150 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 70 in the X datas point -------------- - --- Configuration: 3030-1001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8447801037.389967 - --- Energy: 43.884169684615244 - --- Workload: 370724000000.0 + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 215 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 183 in the X datas point -------------- - --- Configuration: 3030-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5441732647.675019 - --- Energy: 35.287807273153724 - --- Workload: 192027000000.0 + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 208 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 388 in the X datas point -------------- - --- Configuration: 3030-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4306298392.02818 - --- Energy: 43.625602385234735 - --- Workload: 187865000000.0 + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 89 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 765 in the X datas point -------------- - --- Configuration: 0030-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4809102669.532892 - --- Energy: 35.93660318178646 - --- Workload: 172823000000.0 + --- Configuration: 011011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6266331626.802354 + --- Energy: 12.105878961419078 + --- Workload: 75859500000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 114 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 4 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3742206854.226074 - --- Energy: 34.88131927324178 - --- Workload: 130533000000.0 + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 116 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 90 in the X datas point -------------- - --- Configuration: 3330-2202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10286076355.602003 - --- Energy: 84.88778487940925 - --- Workload: 873162000000.0 + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 193 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 155 in the X datas point -------------- - --- Configuration: 3030-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9152396555.037937 - --- Energy: 48.568093302538465 - --- Workload: 444514000000.0 + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 234 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 167 in the X datas point -------------- - --- Configuration: 3330-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7804268935.107504 - --- Energy: 38.575829271360156 - --- Workload: 301057000000.0 + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3030-2002' ---- Neighbour 0 in the list of neghbours, And at position 114 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111011-0-0' +--- Neighbour 0 in the list of neghbours, And at position 765 in the X datas point -------------- - --- Configuration: 3000-2000 + --- Configuration: 011011-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 3742206854.226074 - --- Energy: 34.88131927324178 - --- Workload: 130533000000.0 + --- Energy efficiency: 6266331626.802354 + --- Energy: 12.105878961419078 + --- Workload: 75859500000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 215 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 90 in the X datas point -------------- - --- Configuration: 3030-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5441732647.675019 - --- Energy: 35.287807273153724 - --- Workload: 192027000000.0 + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 89 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 4 in the X datas point -------------- - --- Configuration: 0030-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4809102669.532892 - --- Energy: 35.93660318178646 - --- Workload: 172823000000.0 + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 70 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 234 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 149 in the X datas point -------------- - --- Configuration: 3330-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7804268935.107504 - --- Energy: 38.575829271360156 - --- Workload: 301057000000.0 + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 208 in the X datas point -------------- - --- Configuration: 3030-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4306298392.02818 - --- Energy: 43.625602385234735 - --- Workload: 187865000000.0 + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 150 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 167 in the X datas point -------------- - --- Configuration: 3030-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8447801037.389967 - --- Energy: 43.884169684615244 - --- Workload: 370724000000.0 + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 193 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 183 in the X datas point -------------- - --- Configuration: 3030-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9152396555.037937 - --- Energy: 48.568093302538465 - --- Workload: 444514000000.0 + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 148 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 388 in the X datas point -------------- - --- Configuration: 3030-2002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8823477508.95583 - --- Energy: 65.30338482528335 - --- Workload: 576204000000.0 + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 116 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 155 in the X datas point -------------- - --- Configuration: 3330-2202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10286076355.602003 - --- Energy: 84.88778487940925 - --- Workload: 873162000000.0 + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 234 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 149 in the X datas point -------------- - --- Configuration: 3330-2000 - --- Energy efficiency: 7804268935.107504 - --- Energy: 38.575829271360156 - --- Workload: 301057000000.0 + --- Configuration: 111011-0-0 + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (65.30338482528335 mAh) is far from the median. ---- Median :38.575829271360156, the gap is : 10 ---- So yes we remove this configuration '3030-2002' ---- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 1] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1] ---- Computing the list of the 10 first neighbours of '0033-0011' +--- The energy of the current configuration (28.6387646642511 mAh) it is NOT far from the median. +--- Median :28.6387646642511, the gap is : 10 +--- So No we don't romove this configuration '111011-0-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '220202-1-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0033-0011' ---- Neighbour 0 in the list of neghbours, And at position 149 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '220202-1-1' +--- Neighbour 0 in the list of neghbours, And at position 150 in the X datas point -------------- - --- Configuration: 0033-0011 + --- Configuration: 220202-1-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 8411277841.329655 - --- Energy: 59.541753106093076 - --- Workload: 500822000000.0 + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 106 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 581 in the X datas point -------------- - --- Configuration: 0333-0011 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9607255399.277534 - --- Energy: 65.95120166169613 - --- Workload: 633609000000.0 + --- Configuration: 220202-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15557640279.352987 + --- Energy: 50.470000516399516 + --- Workload: 785194000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 136 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 165 in the X datas point -------------- - --- Configuration: 0003-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5256269415.345153 - --- Energy: 45.78293727571249 - --- Workload: 240648000000.0 + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 241 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 318 in the X datas point -------------- - --- Configuration: 0020-0010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 33 in the X datas point -------------- - --- Configuration: 0003-1001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6806147312.252427 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 60 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 38 in the X datas point -------------- - --- Configuration: 0330-0111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7854719115.244439 - --- Energy: 56.794731664850964 - --- Workload: 446108000000.0 + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 134 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 54 in the X datas point -------------- - --- Configuration: 0033-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8384408354.2244835 - --- Energy: 59.697236073290554 - --- Workload: 500528000000.0 + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 137 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 113 in the X datas point -------------- - --- Configuration: 3033-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9521179864.608822 - --- Energy: 66.3571751425295 - --- Workload: 631797000000.0 + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 157 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 146 in the X datas point -------------- - --- Configuration: 0022-1111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11384996168.94879 - --- Energy: 60.652013004669556 - --- Workload: 690523000000.0 + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0033-0011' ---- Neighbour 0 in the list of neghbours, And at position 5 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '220202-1-1' +--- Neighbour 0 in the list of neghbours, And at position 54 in the X datas point -------------- - --- Configuration: 0030-0000 + --- Configuration: 110101-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 146 in the X datas point -------------- - --- Configuration: 0020-0010 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Configuration: 111101-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 136 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 38 in the X datas point -------------- - --- Configuration: 0003-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5256269415.345153 - --- Energy: 45.78293727571249 - --- Workload: 240648000000.0 + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 241 in the X datas point -------------- - --- Configuration: 0003-1001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6806147312.252427 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 60 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 33 in the X datas point -------------- - --- Configuration: 0330-0111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7854719115.244439 - --- Energy: 56.794731664850964 - --- Workload: 446108000000.0 + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 149 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 150 in the X datas point -------------- - --- Configuration: 0033-0011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8411277841.329655 - --- Energy: 59.541753106093076 - --- Workload: 500822000000.0 + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 134 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 581 in the X datas point -------------- - --- Configuration: 0033-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8384408354.2244835 - --- Energy: 59.697236073290554 - --- Workload: 500528000000.0 + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15557640279.352987 + --- Energy: 50.470000516399516 + --- Workload: 785194000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 157 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 318 in the X datas point -------------- - --- Configuration: 0022-1111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11384996168.94879 - --- Energy: 60.652013004669556 - --- Workload: 690523000000.0 + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 106 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 113 in the X datas point -------------- - --- Configuration: 0333-0011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9607255399.277534 - --- Energy: 65.95120166169613 - --- Workload: 633609000000.0 + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 137 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 165 in the X datas point -------------- - --- Configuration: 3033-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9521179864.608822 - --- Energy: 66.3571751425295 - --- Workload: 631797000000.0 + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 60 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 33 in the X datas point -------------- - --- Configuration: 0330-0111 - --- Energy efficiency: 7854719115.244439 - --- Energy: 56.794731664850964 - --- Workload: 446108000000.0 + --- Configuration: 220222-0-1 + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (56.794731664850964 mAh) it is NOT far from the median. ---- Median :56.794731664850964, the gap is : 10 ---- So No we don't romove this configuration '0033-0011' - --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1] ---- Computing the list of the 10 first neighbours of '3030-1001' +--- The energy of the current configuration (48.32825169162293 mAh) it is NOT far from the median. +--- Median :48.32825169162293, the gap is : 10 +--- So No we don't romove this configuration '220202-1-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '033033-3-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3030-1001' ---- Neighbour 0 in the list of neghbours, And at position 150 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '033033-3-2' +--- Neighbour 0 in the list of neghbours, And at position 151 in the X datas point -------------- - --- Configuration: 3030-1001 + --- Configuration: 033033-3-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 8447801037.389967 - --- Energy: 43.884169684615244 - --- Workload: 370724000000.0 + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 187 in the X datas point -------------- - --- Configuration: 3030-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4306298392.02818 - --- Energy: 43.625602385234735 - --- Workload: 187865000000.0 + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 148 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 260 in the X datas point -------------- - --- Configuration: 3030-2002 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8823477508.95583 - --- Energy: 65.30338482528335 - --- Workload: 576204000000.0 + --- Configuration: 033030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 193 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 389 in the X datas point -------------- - --- Configuration: 3030-1101 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9152396555.037937 - --- Energy: 48.568093302538465 - --- Workload: 444514000000.0 + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 44 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 135 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 144 in the X datas point -------------- - --- Configuration: 2022-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10534122128.398308 - --- Energy: 50.34000387088341 - --- Workload: 530288000000.0 + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 140 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 214 in the X datas point -------------- - --- Configuration: 2020-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6005284650.492433 - --- Energy: 34.65163368892841 - --- Workload: 208093000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 166 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 242 in the X datas point -------------- - --- Configuration: 2000-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6591219177.81132 - --- Energy: 41.03159908655608 - --- Workload: 270449000000.0 + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 199 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 258 in the X datas point -------------- - --- Configuration: 3030-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2117186259.461176 - --- Energy: 28.69675782439391 - --- Workload: 60756400000.0 + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 207 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 375 in the X datas point -------------- - --- Configuration: 3000-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3629843118.1804323 - --- Energy: 34.55029567760096 - --- Workload: 125412000000.0 + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3030-1001' ---- Neighbour 0 in the list of neghbours, And at position 199 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '033033-3-2' +--- Neighbour 0 in the list of neghbours, And at position 260 in the X datas point -------------- - --- Configuration: 3030-0000 + --- Configuration: 033030-3-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 2117186259.461176 - --- Energy: 28.69675782439391 - --- Workload: 60756400000.0 + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 207 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 258 in the X datas point -------------- - --- Configuration: 3000-0001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3629843118.1804323 - --- Energy: 34.55029567760096 - --- Workload: 125412000000.0 + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 140 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 144 in the X datas point -------------- - --- Configuration: 2020-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6005284650.492433 - --- Energy: 34.65163368892841 - --- Workload: 208093000000.0 + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 44 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 242 in the X datas point -------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 166 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 2000-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6591219177.81132 - --- Energy: 41.03159908655608 - --- Workload: 270449000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 389 in the X datas point -------------- - --- Configuration: 3030-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4306298392.02818 - --- Energy: 43.625602385234735 - --- Workload: 187865000000.0 + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 150 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 151 in the X datas point -------------- - --- Configuration: 3030-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8447801037.389967 - --- Energy: 43.884169684615244 - --- Workload: 370724000000.0 + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 193 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 187 in the X datas point -------------- - --- Configuration: 3030-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9152396555.037937 - --- Energy: 48.568093302538465 - --- Workload: 444514000000.0 + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 135 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 375 in the X datas point -------------- - --- Configuration: 2022-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10534122128.398308 - --- Energy: 50.34000387088341 - --- Workload: 530288000000.0 + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 148 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 214 in the X datas point -------------- - --- Configuration: 3030-2002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8823477508.95583 - --- Energy: 65.30338482528335 - --- Workload: 576204000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 166 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 2000-1001 - --- Energy efficiency: 6591219177.81132 - --- Energy: 41.03159908655608 - --- Workload: 270449000000.0 + --- Configuration: 333333-3-2 + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (41.03159908655608 mAh) it is NOT far from the median. ---- Median :41.03159908655608, the gap is : 10 ---- So No we don't romove this configuration '3030-1001' - --- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1] ---- Computing the list of the 10 first neighbours of '0010-0011' +--- The energy of the current configuration (85.51534231485796 mAh) it is NOT far from the median. +--- Median :85.51534231485796, the gap is : 10 +--- So No we don't romove this configuration '033033-3-2' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '022202-0-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0010-0011' ---- Neighbour 0 in the list of neghbours, And at position 151 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '022202-0-0' +--- Neighbour 0 in the list of neghbours, And at position 152 in the X datas point -------------- - --- Configuration: 0010-0011 + --- Configuration: 022202-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 6634071263.19351 - --- Energy: 41.98663362868059 - --- Workload: 278542000000.0 + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 78 in the X datas point -------------- - --- Configuration: 0020-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 424 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 033303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 81 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 4 in the X datas point -------------- - --- Configuration: 0000-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3321398441.599851 - --- Energy: 35.588916806469584 - --- Workload: 118205000000.0 + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 109 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 230 in the X datas point -------------- - --- Configuration: 0010-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6657080470.788732 - --- Energy: 41.37346586900227 - --- Workload: 275426000000.0 + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 110 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 262 in the X datas point -------------- - --- Configuration: 0110-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5194211570.625695 - --- Energy: 35.648662348871625 - --- Workload: 185167000000.0 + --- Configuration: 222202-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10269365455.90848 + --- Energy: 18.3191369059882 + --- Workload: 188126000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 203 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 277 in the X datas point -------------- - --- Configuration: 0010-0222 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9876153040.867521 - --- Energy: 82.55859277633934 - --- Workload: 815359000000.0 + --- Configuration: 033333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 208 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 356 in the X datas point -------------- - --- Configuration: 1011-0011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8737821661.059898 - --- Energy: 42.79354542763764 - --- Workload: 373921000000.0 + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 550 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 587 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 222002-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11068387136.763205 + --- Energy: 35.22248964071155 + --- Workload: 389856000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0010-0011' ---- Neighbour 0 in the list of neghbours, And at position 17 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '022202-0-0' +--- Neighbour 0 in the list of neghbours, And at position 262 in the X datas point -------------- - --- Configuration: 0000-0000 + --- Configuration: 222202-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Energy efficiency: 10269365455.90848 + --- Energy: 18.3191369059882 + --- Workload: 188126000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 277 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 033333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 81 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 4 in the X datas point -------------- - --- Configuration: 0000-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3321398441.599851 - --- Energy: 35.588916806469584 - --- Workload: 118205000000.0 + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 110 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 587 in the X datas point -------------- - --- Configuration: 0110-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5194211570.625695 - --- Energy: 35.648662348871625 - --- Workload: 185167000000.0 + --- Configuration: 222002-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11068387136.763205 + --- Energy: 35.22248964071155 + --- Workload: 389856000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 152 in the X datas point -------------- - --- Configuration: 0020-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 109 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 78 in the X datas point -------------- - --- Configuration: 0010-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6657080470.788732 - --- Energy: 41.37346586900227 - --- Workload: 275426000000.0 + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 151 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 230 in the X datas point -------------- - --- Configuration: 0010-0011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6634071263.19351 - --- Energy: 41.98663362868059 - --- Workload: 278542000000.0 + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 208 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 356 in the X datas point -------------- - --- Configuration: 1011-0011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8737821661.059898 - --- Energy: 42.79354542763764 - --- Workload: 373921000000.0 + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 424 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 033303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 203 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 550 in the X datas point -------------- - --- Configuration: 0010-0222 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9876153040.867521 - --- Energy: 82.55859277633934 - --- Workload: 815359000000.0 + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 6 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 152 in the X datas point -------------- - --- Configuration: 0020-0010 - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Configuration: 022202-0-0 + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (36.82601141845538 mAh) it is NOT far from the median. ---- Median :36.82601141845538, the gap is : 10 ---- So No we don't romove this configuration '0010-0011' - --- remove_aberrant_points: The value [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '2220-0330' +--- The energy of the current configuration (35.8868812091206 mAh) it is NOT far from the median. +--- Median :35.8868812091206, the gap is : 10 +--- So No we don't romove this configuration '022202-0-0' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '033033-1-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2220-0330' ---- Neighbour 0 in the list of neghbours, And at position 152 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '033033-1-0' +--- Neighbour 0 in the list of neghbours, And at position 153 in the X datas point -------------- - --- Configuration: 2220-0330 + --- Configuration: 033033-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 8252186829.509821 - --- Energy: 42.07453960416718 - --- Workload: 347206000000.0 + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 123 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 57 in the X datas point -------------- - --- Configuration: 2220-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9571301409.852697 - --- Energy: 49.20594289132612 - --- Workload: 470964000000.0 + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 158 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 96 in the X datas point -------------- - --- Configuration: 2220-0300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6002689204.763734 - --- Energy: 36.30048338737668 - --- Workload: 217901000000.0 + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 210 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 125 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 107 in the X datas point -------------- - --- Configuration: 2220-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9479212087.891254 - --- Energy: 49.57175430186782 - --- Workload: 469901000000.0 + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 132 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 155 in the X datas point -------------- - --- Configuration: 1110-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9413093613.215984 - --- Energy: 49.7061517933472 - --- Workload: 467887000000.0 + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 154 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 192 in the X datas point -------------- - --- Configuration: 3330-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6057595619.146848 - --- Energy: 36.12486526516549 - --- Workload: 218830000000.0 + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 156 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 194 in the X datas point -------------- - --- Configuration: 2022-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10619025470.794495 - --- Energy: 49.81557674440745 - --- Workload: 528993000000.0 + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 167 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 277 in the X datas point -------------- - --- Configuration: 2020-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7467367603.572389 - --- Energy: 42.10385161103808 - --- Workload: 314406000000.0 + --- Configuration: 033333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 168 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 356 in the X datas point -------------- - --- Configuration: 2020-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5336236245.851076 - --- Energy: 35.10473595313148 - --- Workload: 187327000000.0 + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2220-0330' ---- Neighbour 0 in the list of neghbours, And at position 168 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '033033-1-0' +--- Neighbour 0 in the list of neghbours, And at position 277 in the X datas point -------------- - --- Configuration: 2020-0030 + --- Configuration: 033333-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 5336236245.851076 - --- Energy: 35.10473595313148 - --- Workload: 187327000000.0 + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 154 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 155 in the X datas point -------------- - --- Configuration: 3330-0030 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6057595619.146848 - --- Energy: 36.12486526516549 - --- Workload: 218830000000.0 + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 158 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 356 in the X datas point -------------- - --- Configuration: 2220-0300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6002689204.763734 - --- Energy: 36.30048338737668 - --- Workload: 217901000000.0 + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 152 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 107 in the X datas point -------------- - --- Configuration: 2220-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8252186829.509821 - --- Energy: 42.07453960416718 - --- Workload: 347206000000.0 + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 167 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 57 in the X datas point -------------- - --- Configuration: 2020-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7467367603.572389 - --- Energy: 42.10385161103808 - --- Workload: 314406000000.0 + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 123 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 153 in the X datas point -------------- - --- Configuration: 2220-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9571301409.852697 - --- Energy: 49.20594289132612 - --- Workload: 470964000000.0 + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 125 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 210 in the X datas point -------------- - --- Configuration: 2220-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9479212087.891254 - --- Energy: 49.57175430186782 - --- Workload: 469901000000.0 + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 132 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 96 in the X datas point -------------- - --- Configuration: 1110-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9413093613.215984 - --- Energy: 49.7061517933472 - --- Workload: 467887000000.0 + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 156 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 192 in the X datas point -------------- - --- Configuration: 2022-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10619025470.794495 - --- Energy: 49.81557674440745 - --- Workload: 528993000000.0 + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 194 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 167 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 57 in the X datas point -------------- - --- Configuration: 2020-0220 - --- Energy efficiency: 7467367603.572389 - --- Energy: 42.10385161103808 - --- Workload: 314406000000.0 + --- Configuration: 033033-2-0 + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (42.10385161103808 mAh) it is NOT far from the median. ---- Median :42.10385161103808, the gap is : 10 ---- So No we don't romove this configuration '2220-0330' - --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0] ---- Computing the list of the 10 first neighbours of '2002-0010' +--- The energy of the current configuration (57.4797738276827 mAh) it is NOT far from the median. +--- Median :57.4797738276827, the gap is : 10 +--- So No we don't romove this configuration '033033-1-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '003333-2-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2002-0010' ---- Neighbour 0 in the list of neghbours, And at position 153 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '003333-2-3' +--- Neighbour 0 in the list of neghbours, And at position 154 in the X datas point -------------- - --- Configuration: 2002-0010 + --- Configuration: 003333-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 7393168712.11001 - --- Energy: 41.1753628489377 - --- Workload: 304417000000.0 + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 407 in the X datas point -------------- - --- Configuration: 2000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Configuration: 303333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8563403439.062821 + --- Energy: 105.00109687320945 + --- Workload: 899168000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 63 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 656 in the X datas point -------------- - --- Configuration: 0002-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4969363871.73078 - --- Energy: 42.2836539731841 - --- Workload: 210123000000.0 + --- Configuration: 003333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14264907898.62215 + --- Energy: 85.34158691455114 + --- Workload: 1217390000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 80 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 659 in the X datas point -------------- - --- Configuration: 2002-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7245431755.278297 - --- Energy: 42.016301664202444 - --- Workload: 304426000000.0 + --- Configuration: 000333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14157668288.66353 + --- Energy: 78.13433738304217 + --- Workload: 1106200000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 232 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 17 in the X datas point -------------- - --- Configuration: 2002-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9205560158.335634 - --- Energy: 47.19609116514537 - --- Workload: 434467000000.0 + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 237 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 30 in the X datas point -------------- - --- Configuration: 3003-0110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8436326823.301135 - --- Energy: 59.49080386456649 - --- Workload: 501884000000.0 + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 61 in the X datas point -------------- - --- Configuration: 0020-0010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 393 in the X datas point -------------- - --- Configuration: 1000-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6501654671.113798 - --- Energy: 42.85376093977719 - --- Workload: 278621000000.0 + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 14 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 439 in the X datas point -------------- - --- Configuration: 3303-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9340120487.55429 - --- Energy: 67.3857084084629 - --- Workload: 629393000000.0 + --- Configuration: 033330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 443 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2002-0010' ---- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '003333-2-3' +--- Neighbour 0 in the list of neghbours, And at position 659 in the X datas point -------------- - --- Configuration: 2000-0000 + --- Configuration: 000333-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Energy efficiency: 14157668288.66353 + --- Energy: 78.13433738304217 + --- Workload: 1106200000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 61 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 154 in the X datas point -------------- - --- Configuration: 0020-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 153 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 656 in the X datas point -------------- - --- Configuration: 2002-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7393168712.11001 - --- Energy: 41.1753628489377 - --- Workload: 304417000000.0 + --- Configuration: 003333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14264907898.62215 + --- Energy: 85.34158691455114 + --- Workload: 1217390000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 80 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 439 in the X datas point -------------- - --- Configuration: 2002-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7245431755.278297 - --- Energy: 42.016301664202444 - --- Workload: 304426000000.0 + --- Configuration: 033330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 63 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 17 in the X datas point -------------- - --- Configuration: 0002-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4969363871.73078 - --- Energy: 42.2836539731841 - --- Workload: 210123000000.0 + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 7 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 30 in the X datas point -------------- - --- Configuration: 1000-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6501654671.113798 - --- Energy: 42.85376093977719 - --- Workload: 278621000000.0 + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 232 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 443 in the X datas point -------------- - --- Configuration: 2002-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9205560158.335634 - --- Energy: 47.19609116514537 - --- Workload: 434467000000.0 + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 237 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 393 in the X datas point -------------- - --- Configuration: 3003-0110 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8436326823.301135 - --- Energy: 59.49080386456649 - --- Workload: 501884000000.0 + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 14 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 407 in the X datas point -------------- - --- Configuration: 3303-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9340120487.55429 - --- Energy: 67.3857084084629 - --- Workload: 629393000000.0 + --- Configuration: 303333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8563403439.062821 + --- Energy: 105.00109687320945 + --- Workload: 899168000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 80 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 439 in the X datas point -------------- - --- Configuration: 2002-0100 - --- Energy efficiency: 7245431755.278297 - --- Energy: 42.016301664202444 - --- Workload: 304426000000.0 + --- Configuration: 033330-2-3 + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (42.016301664202444 mAh) it is NOT far from the median. ---- Median :42.016301664202444, the gap is : 10 ---- So No we don't romove this configuration '2002-0010' - --- remove_aberrant_points: The value [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0] ---- Computing the list of the 10 first neighbours of '3330-0030' +--- The energy of the current configuration (89.40162859050163 mAh) it is NOT far from the median. +--- Median :89.40162859050163, the gap is : 10 +--- So No we don't romove this configuration '003333-2-3' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '222022-1-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3330-0030' ---- Neighbour 0 in the list of neghbours, And at position 154 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '222022-1-0' +--- Neighbour 0 in the list of neghbours, And at position 155 in the X datas point -------------- - --- Configuration: 3330-0030 + --- Configuration: 222022-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 6057595619.146848 - --- Energy: 36.12486526516549 - --- Workload: 218830000000.0 + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 81 in the X datas point -------------- - --- Configuration: 3330-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5822958761.806049 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 129 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 136 in the X datas point -------------- - --- Configuration: 0333-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8477809334.068076 - --- Energy: 58.764018507515395 - --- Workload: 498189000000.0 + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 152 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 183 in the X datas point -------------- - --- Configuration: 2220-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8252186829.509821 - --- Energy: 42.07453960416718 - --- Workload: 347206000000.0 + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 168 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 208 in the X datas point -------------- - --- Configuration: 2020-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5336236245.851076 - --- Energy: 35.10473595313148 - --- Workload: 187327000000.0 + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 22 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 225 in the X datas point -------------- - --- Configuration: 3333-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9400881802.713095 - --- Energy: 66.34289826476824 - --- Workload: 623684000000.0 + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 363 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 83 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 388 in the X datas point -------------- - --- Configuration: 3330-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9229945635.620207 - --- Energy: 51.28077619994492 - --- Workload: 473319000000.0 + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 86 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 478 in the X datas point -------------- - --- Configuration: 0220-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5040602049.508794 - --- Energy: 36.67117347490831 - --- Workload: 184845000000.0 + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15859321474.790024 + --- Energy: 57.21047710637256 + --- Workload: 907319000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 123 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 556 in the X datas point -------------- - --- Configuration: 2220-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9571301409.852697 - --- Energy: 49.20594289132612 - --- Workload: 470964000000.0 + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3330-0030' ---- Neighbour 0 in the list of neghbours, And at position 168 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222022-1-0' +--- Neighbour 0 in the list of neghbours, And at position 136 in the X datas point -------------- - --- Configuration: 2020-0030 + --- Configuration: 222020-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 5336236245.851076 - --- Energy: 35.10473595313148 - --- Workload: 187327000000.0 + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 154 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 208 in the X datas point -------------- - --- Configuration: 3330-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6057595619.146848 - --- Energy: 36.12486526516549 - --- Workload: 218830000000.0 + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 86 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 183 in the X datas point -------------- - --- Configuration: 0220-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5040602049.508794 - --- Energy: 36.67117347490831 - --- Workload: 184845000000.0 + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 388 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 556 in the X datas point -------------- - --- Configuration: 3330-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5822958761.806049 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 152 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 155 in the X datas point -------------- - --- Configuration: 2220-0330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8252186829.509821 - --- Energy: 42.07453960416718 - --- Workload: 347206000000.0 + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 123 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 363 in the X datas point -------------- - --- Configuration: 2220-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9571301409.852697 - --- Energy: 49.20594289132612 - --- Workload: 470964000000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 83 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 81 in the X datas point -------------- - --- Configuration: 3330-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9229945635.620207 - --- Energy: 51.28077619994492 - --- Workload: 473319000000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 129 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 478 in the X datas point -------------- - --- Configuration: 0333-0030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8477809334.068076 - --- Energy: 58.764018507515395 - --- Workload: 498189000000.0 + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15859321474.790024 + --- Energy: 57.21047710637256 + --- Workload: 907319000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 22 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 225 in the X datas point -------------- - --- Configuration: 3333-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9400881802.713095 - --- Energy: 66.34289826476824 - --- Workload: 623684000000.0 + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 28 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 556 in the X datas point -------------- - --- Configuration: 3330-3000 - --- Energy efficiency: 5822958761.806049 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Configuration: 222002-1-0 + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (37.40635012737015 mAh) it is NOT far from the median. ---- Median :37.40635012737015, the gap is : 10 ---- So No we don't romove this configuration '3330-0030' - --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0] ---- Computing the list of the 10 first neighbours of '0200-0010' +--- The energy of the current configuration (41.48623715392385 mAh) it is NOT far from the median. +--- Median :41.48623715392385, the gap is : 10 +--- So No we don't romove this configuration '222022-1-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '033333-1-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0200-0010' ---- Neighbour 0 in the list of neghbours, And at position 155 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '033333-1-2' +--- Neighbour 0 in the list of neghbours, And at position 156 in the X datas point -------------- - --- Configuration: 0200-0010 + --- Configuration: 033333-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 3751444306.0578322 - --- Energy: 34.495214714826176 - --- Workload: 129407000000.0 + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 142 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 0300-0010 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3550266447.4968843 - --- Energy: 34.61491775303547 - --- Workload: 122892000000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 61 in the X datas point -------------- - --- Configuration: 0020-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 105 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 86 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 270 in the X datas point -------------- - --- Configuration: 0220-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5040602049.508794 - --- Energy: 36.67117347490831 - --- Workload: 184845000000.0 + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 110 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 338 in the X datas point -------------- - --- Configuration: 0110-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5194211570.625695 - --- Energy: 35.648662348871625 - --- Workload: 185167000000.0 + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12910472329.630178 + --- Energy: 89.67295919976871 + --- Workload: 1157720000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 122 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 351 in the X datas point -------------- - --- Configuration: 0200-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4242843383.922169 - --- Energy: 35.404255909220375 - --- Workload: 150215000000.0 + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 179 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 453 in the X datas point -------------- - --- Configuration: 0300-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1047552602.8539523 - --- Energy: 28.209089181571862 - --- Workload: 29550500000.0 + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14702487807.961985 + --- Energy: 79.9871211726851 + --- Workload: 1176010000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 226 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 497 in the X datas point -------------- - --- Configuration: 0200-1110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8314487162.431821 - --- Energy: 48.121310145716976 - --- Workload: 400104000000.0 + --- Configuration: 033333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14463386659.839949 + --- Energy: 82.92589585237724 + --- Workload: 1199390000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 239 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 528 in the X datas point -------------- - --- Configuration: 0200-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4343576935.606472 - --- Energy: 34.69772062521995 - --- Workload: 150712000000.0 + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15108433225.257673 + --- Energy: 77.62624080393333 + --- Workload: 1172810000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0200-0010' ---- Neighbour 0 in the list of neghbours, And at position 179 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '033333-1-2' +--- Neighbour 0 in the list of neghbours, And at position 270 in the X datas point -------------- - --- Configuration: 0300-0000 + --- Configuration: 033033-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 1047552602.8539523 - --- Energy: 28.209089181571862 - --- Workload: 29550500000.0 + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 528 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15108433225.257673 + --- Energy: 77.62624080393333 + --- Workload: 1172810000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 155 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 453 in the X datas point -------------- - --- Configuration: 0200-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3751444306.0578322 - --- Energy: 34.495214714826176 - --- Workload: 129407000000.0 + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14702487807.961985 + --- Energy: 79.9871211726851 + --- Workload: 1176010000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 142 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 61 in the X datas point -------------- - --- Configuration: 0300-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3550266447.4968843 - --- Energy: 34.61491775303547 - --- Workload: 122892000000.0 + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 239 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 156 in the X datas point -------------- - --- Configuration: 0200-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4343576935.606472 - --- Energy: 34.69772062521995 - --- Workload: 150712000000.0 + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 122 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 497 in the X datas point -------------- - --- Configuration: 0200-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4242843383.922169 - --- Energy: 35.404255909220375 - --- Workload: 150215000000.0 + --- Configuration: 033333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14463386659.839949 + --- Energy: 82.92589585237724 + --- Workload: 1199390000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 110 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 351 in the X datas point -------------- - --- Configuration: 0110-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5194211570.625695 - --- Energy: 35.648662348871625 - --- Workload: 185167000000.0 + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 86 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 105 in the X datas point -------------- - --- Configuration: 0220-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5040602049.508794 - --- Energy: 36.67117347490831 - --- Workload: 184845000000.0 + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 338 in the X datas point -------------- - --- Configuration: 0020-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12910472329.630178 + --- Energy: 89.67295919976871 + --- Workload: 1157720000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 226 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 0200-1110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8314487162.431821 - --- Energy: 48.121310145716976 - --- Workload: 400104000000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 239 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 156 in the X datas point -------------- - --- Configuration: 0200-1000 - --- Energy efficiency: 4343576935.606472 - --- Energy: 34.69772062521995 - --- Workload: 150712000000.0 + --- Configuration: 033333-1-2 + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (34.69772062521995 mAh) it is NOT far from the median. ---- Median :34.69772062521995, the gap is : 10 ---- So No we don't romove this configuration '0200-0010' - --- remove_aberrant_points: The value [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '2022-0330' +--- The energy of the current configuration (82.6335756822963 mAh) it is NOT far from the median. +--- Median :82.6335756822963, the gap is : 10 +--- So No we don't romove this configuration '033333-1-2' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '100000-0-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2022-0330' ---- Neighbour 0 in the list of neghbours, And at position 156 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '100000-0-2' +--- Neighbour 0 in the list of neghbours, And at position 157 in the X datas point -------------- - --- Configuration: 2022-0330 + --- Configuration: 100000-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 10619025470.794495 - --- Energy: 49.81557674440745 - --- Workload: 528993000000.0 + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 195 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 36 in the X datas point -------------- - --- Configuration: 1011-0330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8886756067.432705 - --- Energy: 42.76899541535147 - --- Workload: 380079000000.0 + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 120 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 250 in the X datas point -------------- - --- Configuration: 0022-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7249844128.351241 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Configuration: 100010-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 296 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 000000-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 328 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10000990098.019703 - --- Energy: 50.66357196918862 - --- Workload: 506686000000.0 + --- Configuration: 000100-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10298586930.887213 + --- Energy: 49.6365268588524 + --- Workload: 511186000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 152 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 408 in the X datas point -------------- - --- Configuration: 2220-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8252186829.509821 - --- Energy: 42.07453960416718 - --- Workload: 347206000000.0 + --- Configuration: 000000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 167 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 558 in the X datas point -------------- - --- Configuration: 2020-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7467367603.572389 - --- Energy: 42.10385161103808 - --- Workload: 314406000000.0 + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 168 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 697 in the X datas point -------------- - --- Configuration: 2020-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5336236245.851076 - --- Energy: 35.10473595313148 - --- Workload: 187327000000.0 + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 206 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 710 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10558457958.332102 - --- Energy: 49.51707772839275 - --- Workload: 522824000000.0 + --- Configuration: 101000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11887652176.807428 + --- Energy: 62.71395189420631 + --- Workload: 745522000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2022-0330' ---- Neighbour 0 in the list of neghbours, And at position 168 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '100000-0-2' +--- Neighbour 0 in the list of neghbours, And at position 250 in the X datas point -------------- - --- Configuration: 2020-0030 + --- Configuration: 100010-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 5336236245.851076 - --- Energy: 35.10473595313148 - --- Workload: 187327000000.0 + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 408 in the X datas point -------------- - --- Configuration: 0022-0030 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7249844128.351241 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Configuration: 000000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 152 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 328 in the X datas point -------------- - --- Configuration: 2220-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8252186829.509821 - --- Energy: 42.07453960416718 - --- Workload: 347206000000.0 + --- Configuration: 000100-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10298586930.887213 + --- Energy: 49.6365268588524 + --- Workload: 511186000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 167 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 157 in the X datas point -------------- - --- Configuration: 2020-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7467367603.572389 - --- Energy: 42.10385161103808 - --- Workload: 314406000000.0 + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 195 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 120 in the X datas point -------------- - --- Configuration: 1011-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8886756067.432705 - --- Energy: 42.76899541535147 - --- Workload: 380079000000.0 + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 206 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 36 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10558457958.332102 - --- Energy: 49.51707772839275 - --- Workload: 522824000000.0 + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 156 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 697 in the X datas point -------------- - --- Configuration: 2022-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10619025470.794495 - --- Energy: 49.81557674440745 - --- Workload: 528993000000.0 + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 558 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10000990098.019703 - --- Energy: 50.66357196918862 - --- Workload: 506686000000.0 + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 710 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 101000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11887652176.807428 + --- Energy: 62.71395189420631 + --- Workload: 745522000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 296 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 000000-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 195 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 120 in the X datas point -------------- - --- Configuration: 1011-0330 - --- Energy efficiency: 8886756067.432705 - --- Energy: 42.76899541535147 - --- Workload: 380079000000.0 + --- Configuration: 100110-0-2 + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (42.76899541535147 mAh) it is NOT far from the median. ---- Median :42.76899541535147, the gap is : 10 ---- So No we don't romove this configuration '2022-0330' - --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1] ---- Computing the list of the 10 first neighbours of '0022-1111' +--- The energy of the current configuration (51.630790443296 mAh) it is NOT far from the median. +--- Median :51.630790443296, the gap is : 10 +--- So No we don't romove this configuration '100000-0-2' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 0, 0, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '222222-2-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0022-1111' ---- Neighbour 0 in the list of neghbours, And at position 157 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 74 in the X datas point -------------- - --- Configuration: 0022-1111 + --- Configuration: 222222-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 11384996168.94879 - --- Energy: 60.652013004669556 - --- Workload: 690523000000.0 + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 209 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 98 in the X datas point -------------- - --- Configuration: 0022-1111 + --- Configuration: 222222-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 11525411226.672567 - --- Energy: 59.99293901124158 - --- Workload: 691443000000.0 + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 192 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 158 in the X datas point -------------- - --- Configuration: 0020-1111 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10017249703.99027 - --- Energy: 53.486611373072236 - --- Workload: 535789000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 194 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 30 in the X datas point -------------- - --- Configuration: 0002-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9116518219.361662 - --- Energy: 51.19519895467268 - --- Workload: 466724000000.0 + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 241 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 37 in the X datas point -------------- - --- Configuration: 2002-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11245140693.577787 - --- Energy: 59.880442963642075 - --- Workload: 673364000000.0 + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 243 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 103 in the X datas point -------------- - --- Configuration: 0022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10604498852.593224 - --- Energy: 53.16348231202643 - --- Workload: 563772000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 251 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 139 in the X datas point -------------- - --- Configuration: 0222-1110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11528294469.531294 - --- Energy: 56.93002977667585 - --- Workload: 656306000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 147 in the X datas point -------------- - --- Configuration: 0011-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 163 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0022-1111' ---- Neighbour 0 in the list of neghbours, And at position 13 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 163 in the X datas point -------------- - --- Configuration: 0011-1100 + --- Configuration: 222220-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 139 in the X datas point -------------- - --- Configuration: 0011-0111 + --- Configuration: 111111-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 194 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 158 in the X datas point -------------- - --- Configuration: 0002-0111 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9116518219.361662 - --- Energy: 51.19519895467268 - --- Workload: 466724000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 243 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point -------------- - --- Configuration: 0022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10604498852.593224 - --- Energy: 53.16348231202643 - --- Workload: 563772000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 192 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 147 in the X datas point -------------- - --- Configuration: 0020-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10017249703.99027 - --- Energy: 53.486611373072236 - --- Workload: 535789000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 251 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 30 in the X datas point -------------- - --- Configuration: 0222-1110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11528294469.531294 - --- Energy: 56.93002977667585 - --- Workload: 656306000000.0 + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 241 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 103 in the X datas point -------------- - --- Configuration: 2002-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11245140693.577787 - --- Energy: 59.880442963642075 - --- Workload: 673364000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 209 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 0022-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11525411226.672567 - --- Energy: 59.99293901124158 - --- Workload: 691443000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 37 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 157 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point -------------- - --- Configuration: 0022-1111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11384996168.94879 - --- Energy: 60.652013004669556 - --- Workload: 690523000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 192 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 147 in the X datas point -------------- - --- Configuration: 0020-1111 - --- Energy efficiency: 10017249703.99027 - --- Energy: 53.486611373072236 - --- Workload: 535789000000.0 + --- Configuration: 111111-2-3 + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (53.486611373072236 mAh) it is NOT far from the median. ---- Median :53.486611373072236, the gap is : 10 ---- So No we don't romove this configuration '0022-1111' - --- remove_aberrant_points: The value [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '2220-0300' +--- The energy of the current configuration (84.3646166621502 mAh) it is NOT far from the median. +--- Median :84.3646166621502, the gap is : 10 +--- So No we don't romove this configuration '222222-2-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '202222-0-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2220-0300' ---- Neighbour 0 in the list of neghbours, And at position 158 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '202222-0-2' +--- Neighbour 0 in the list of neghbours, And at position 91 in the X datas point -------------- - --- Configuration: 2220-0300 + --- Configuration: 202222-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 6002689204.763734 - --- Energy: 36.30048338737668 - --- Workload: 217901000000.0 + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 152 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 159 in the X datas point -------------- - --- Configuration: 2220-0330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8252186829.509821 - --- Energy: 42.07453960416718 - --- Workload: 347206000000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 118 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 16 in the X datas point -------------- - --- Configuration: 0222-0300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9750580159.519491 - --- Energy: 43.43833566298026 - --- Workload: 423547000000.0 + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 123 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 169 in the X datas point -------------- - --- Configuration: 2220-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9571301409.852697 - --- Energy: 49.20594289132612 - --- Workload: 470964000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 178 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 175 in the X datas point -------------- - --- Configuration: 0330-0300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5127442585.46165 - --- Energy: 35.649584213611206 - --- Workload: 182791000000.0 + --- Configuration: 202220-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12108149995.762148 + --- Energy: 54.4639625494408 + --- Workload: 659458000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 233 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 369 in the X datas point -------------- - --- Configuration: 0110-0300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5549728340.797718 - --- Energy: 34.54578297303628 - --- Workload: 191720000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 242 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 649 in the X datas point -------------- - --- Configuration: 2200-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7549106940.648921 - --- Energy: 41.72057827645338 - --- Workload: 314953000000.0 + --- Configuration: 202222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14443499197.66362 + --- Energy: 75.01155662770421 + --- Workload: 1083430000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 66 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 101101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 23 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 86 in the X datas point -------------- - --- Configuration: 3333-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9963434196.49885 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 + --- Configuration: 202022-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 95 in the X datas point -------------- - --- Configuration: 3330-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5822958761.806049 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2220-0300' ---- Neighbour 0 in the list of neghbours, And at position 233 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '202222-0-2' +--- Neighbour 0 in the list of neghbours, And at position 175 in the X datas point -------------- - --- Configuration: 0110-0300 + --- Configuration: 202220-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 5549728340.797718 - --- Energy: 34.54578297303628 - --- Workload: 191720000000.0 + --- Energy efficiency: 12108149995.762148 + --- Energy: 54.4639625494408 + --- Workload: 659458000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 178 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 66 in the X datas point -------------- - --- Configuration: 0330-0300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5127442585.46165 - --- Energy: 35.649584213611206 - --- Workload: 182791000000.0 + --- Configuration: 101101-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 158 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 91 in the X datas point -------------- - --- Configuration: 2220-0300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6002689204.763734 - --- Energy: 36.30048338737668 - --- Workload: 217901000000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 159 in the X datas point -------------- - --- Configuration: 3330-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5822958761.806049 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 242 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 369 in the X datas point -------------- - --- Configuration: 2200-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7549106940.648921 - --- Energy: 41.72057827645338 - --- Workload: 314953000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 152 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 169 in the X datas point -------------- - --- Configuration: 2220-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8252186829.509821 - --- Energy: 42.07453960416718 - --- Workload: 347206000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 118 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 86 in the X datas point -------------- - --- Configuration: 0222-0300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9750580159.519491 - --- Energy: 43.43833566298026 - --- Workload: 423547000000.0 + --- Configuration: 202022-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 123 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 649 in the X datas point -------------- - --- Configuration: 2220-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9571301409.852697 - --- Energy: 49.20594289132612 - --- Workload: 470964000000.0 + --- Configuration: 202222-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14443499197.66362 + --- Energy: 75.01155662770421 + --- Workload: 1083430000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 16 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 23 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 95 in the X datas point -------------- - --- Configuration: 3333-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9963434196.49885 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 242 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 369 in the X datas point -------------- - --- Configuration: 2200-3300 - --- Energy efficiency: 7549106940.648921 - --- Energy: 41.72057827645338 - --- Workload: 314953000000.0 + --- Configuration: 222222-0-2 + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (41.72057827645338 mAh) it is NOT far from the median. ---- Median :41.72057827645338, the gap is : 10 ---- So No we don't romove this configuration '2220-0300' - --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1] ---- Computing the list of the 10 first neighbours of '3330-0101' +--- The energy of the current configuration (71.7851022973991 mAh) it is NOT far from the median. +--- Median :71.7851022973991, the gap is : 10 +--- So No we don't romove this configuration '202222-0-2' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '333303-2-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3330-0101' ---- Neighbour 0 in the list of neghbours, And at position 159 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '333303-2-1' +--- Neighbour 0 in the list of neghbours, And at position 160 in the X datas point -------------- - --- Configuration: 3330-0101 + --- Configuration: 333303-2-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 8262619084.997563 - --- Energy: 42.07329975259821 - --- Workload: 347637000000.0 + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 227 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 62 in the X datas point -------------- - --- Configuration: 3300-0101 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7514502990.77219 - --- Energy: 41.92637824781065 - --- Workload: 315055000000.0 + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 113 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 59 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 396 in the X datas point -------------- - --- Configuration: 3330-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9820095844.135439 - --- Energy: 58.230522602615636 - --- Workload: 571832000000.0 + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16284841418.21427 + --- Energy: 69.9632088197462 + --- Workload: 1139340000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 60 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 518 in the X datas point -------------- - --- Configuration: 0330-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7854719115.244439 - --- Energy: 56.794731664850964 - --- Workload: 446108000000.0 + --- Configuration: 303303-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 116 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 715 in the X datas point -------------- - --- Configuration: 3330-2202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10286076355.602003 - --- Energy: 84.88778487940925 - --- Workload: 873162000000.0 + --- Configuration: 333303-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14664670316.214285 + --- Energy: 99.6674290491051 + --- Workload: 1461590000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 144 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 29 in the X datas point -------------- - --- Configuration: 3333-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10947566629.6274 - --- Energy: 79.26313007840331 - --- Workload: 867738000000.0 + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 189 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 68 in the X datas point -------------- - --- Configuration: 3333-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9681573061.991112 - --- Energy: 64.59775499830239 - --- Workload: 625410000000.0 + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 193 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 92 in the X datas point -------------- - --- Configuration: 3030-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9152396555.037937 - --- Energy: 48.568093302538465 - --- Workload: 444514000000.0 + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3330-0101' ---- Neighbour 0 in the list of neghbours, And at position 20 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333303-2-1' +--- Neighbour 0 in the list of neghbours, And at position 396 in the X datas point -------------- - --- Configuration: 3330-0000 + --- Configuration: 222202-2-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Energy efficiency: 16284841418.21427 + --- Energy: 69.9632088197462 + --- Workload: 1139340000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 227 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 113 in the X datas point -------------- - --- Configuration: 3300-0101 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7514502990.77219 - --- Energy: 41.92637824781065 - --- Workload: 315055000000.0 + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 159 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 518 in the X datas point -------------- - --- Configuration: 3330-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8262619084.997563 - --- Energy: 42.07329975259821 - --- Workload: 347637000000.0 + --- Configuration: 303303-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 193 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 160 in the X datas point -------------- - --- Configuration: 3030-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9152396555.037937 - --- Energy: 48.568093302538465 - --- Workload: 444514000000.0 + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 60 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 68 in the X datas point -------------- - --- Configuration: 0330-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7854719115.244439 - --- Energy: 56.794731664850964 - --- Workload: 446108000000.0 + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 59 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 62 in the X datas point -------------- - --- Configuration: 3330-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9820095844.135439 - --- Energy: 58.230522602615636 - --- Workload: 571832000000.0 + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 92 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 189 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 29 in the X datas point -------------- - --- Configuration: 3333-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9681573061.991112 - --- Energy: 64.59775499830239 - --- Workload: 625410000000.0 + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 144 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 715 in the X datas point -------------- - --- Configuration: 3333-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10947566629.6274 - --- Energy: 79.26313007840331 - --- Workload: 867738000000.0 + --- Configuration: 333303-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14664670316.214285 + --- Energy: 99.6674290491051 + --- Workload: 1461590000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 116 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point -------------- - --- Configuration: 3330-2202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10286076355.602003 - --- Energy: 84.88778487940925 - --- Workload: 873162000000.0 + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 60 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 68 in the X datas point -------------- - --- Configuration: 0330-0111 - --- Energy efficiency: 7854719115.244439 - --- Energy: 56.794731664850964 - --- Workload: 446108000000.0 + --- Configuration: 333333-3-1 + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (42.07329975259821 mAh) is far from the median. ---- Median :56.794731664850964, the gap is : 10 ---- So yes we remove this configuration '3330-0101' ---- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '0001-0220' +--- The energy of the current configuration (75.13916289414331 mAh) it is NOT far from the median. +--- Median :75.13916289414331, the gap is : 10 +--- So No we don't romove this configuration '333303-2-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '303333-2-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0001-0220' ---- Neighbour 0 in the list of neghbours, And at position 160 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '303333-2-0' +--- Neighbour 0 in the list of neghbours, And at position 161 in the X datas point -------------- - --- Configuration: 0001-0220 + --- Configuration: 303333-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 9243340173.405062 - --- Energy: 40.84258552984255 - --- Workload: 377523000000.0 + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 58 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 236 in the X datas point -------------- - --- Configuration: 0001-0020 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4533975344.242078 - --- Energy: 35.4792605525655 - --- Workload: 160862000000.0 + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 85 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 349 in the X datas point -------------- - --- Configuration: 0001-0200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4385426351.149858 - --- Energy: 36.59285860316189 - --- Workload: 160475000000.0 + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 57 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 360 in the X datas point -------------- - --- Configuration: 0101-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9185604320.908272 - --- Energy: 48.9191931692468 - --- Workload: 449351000000.0 + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 63 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 492 in the X datas point -------------- - --- Configuration: 0002-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4969363871.73078 - --- Energy: 42.2836539731841 - --- Workload: 210123000000.0 + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 78 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 583 in the X datas point -------------- - --- Configuration: 1001-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9166575000.916658 - --- Energy: 50.735447078258076 - --- Workload: 465069000000.0 + --- Configuration: 202222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15282668231.611895 + --- Energy: 59.2169275668937 + --- Workload: 904992000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 82 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 591 in the X datas point -------------- - --- Configuration: 0101-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5549420363.04308 - --- Energy: 37.334916995372765 - --- Workload: 207187000000.0 + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 103 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 614 in the X datas point -------------- - --- Configuration: 0101-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7878296082.123358 - --- Energy: 42.51302006574951 - --- Workload: 334929000000.0 + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 223 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 15 in the X datas point -------------- - --- Configuration: 0011-0222 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10205779124.487032 - --- Energy: 84.56198872402297 - --- Workload: 863021000000.0 + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 232 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 62 in the X datas point -------------- - --- Configuration: 2002-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9205560158.335634 - --- Energy: 47.19609116514537 - --- Workload: 434467000000.0 + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0001-0220' ---- Neighbour 0 in the list of neghbours, And at position 58 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '303333-2-0' +--- Neighbour 0 in the list of neghbours, And at position 15 in the X datas point -------------- - --- Configuration: 0001-0020 + --- Configuration: 303330-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 4533975344.242078 - --- Energy: 35.4792605525655 - --- Workload: 160862000000.0 + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 85 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 583 in the X datas point -------------- - --- Configuration: 0001-0200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4385426351.149858 - --- Energy: 36.59285860316189 - --- Workload: 160475000000.0 + --- Configuration: 202222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15282668231.611895 + --- Energy: 59.2169275668937 + --- Workload: 904992000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 82 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 161 in the X datas point -------------- - --- Configuration: 0101-0200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5549420363.04308 - --- Energy: 37.334916995372765 - --- Workload: 207187000000.0 + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 160 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 492 in the X datas point -------------- - --- Configuration: 0001-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9243340173.405062 - --- Energy: 40.84258552984255 - --- Workload: 377523000000.0 + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 63 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 614 in the X datas point -------------- - --- Configuration: 0002-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4969363871.73078 - --- Energy: 42.2836539731841 - --- Workload: 210123000000.0 + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 103 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 591 in the X datas point -------------- - --- Configuration: 0101-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7878296082.123358 - --- Energy: 42.51302006574951 - --- Workload: 334929000000.0 + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 232 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 360 in the X datas point -------------- - --- Configuration: 2002-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9205560158.335634 - --- Energy: 47.19609116514537 - --- Workload: 434467000000.0 + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 57 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 62 in the X datas point -------------- - --- Configuration: 0101-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9185604320.908272 - --- Energy: 48.9191931692468 - --- Workload: 449351000000.0 + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 78 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 236 in the X datas point -------------- - --- Configuration: 1001-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9166575000.916658 - --- Energy: 50.735447078258076 - --- Workload: 465069000000.0 + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 223 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 349 in the X datas point -------------- - --- Configuration: 0011-0222 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10205779124.487032 - --- Energy: 84.56198872402297 - --- Workload: 863021000000.0 + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 63 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 614 in the X datas point -------------- - --- Configuration: 0002-0020 - --- Energy efficiency: 4969363871.73078 - --- Energy: 42.2836539731841 - --- Workload: 210123000000.0 + --- Configuration: 303333-1-0 + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (42.2836539731841 mAh) it is NOT far from the median. ---- Median :42.2836539731841, the gap is : 10 ---- So No we don't romove this configuration '0001-0220' - --- remove_aberrant_points: The value [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0] ---- Computing the list of the 10 first neighbours of '1100-0020' +--- The energy of the current configuration (64.35007047679922 mAh) it is NOT far from the median. +--- Median :64.35007047679922, the gap is : 10 +--- So No we don't romove this configuration '303333-2-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '220220-1-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1100-0020' ---- Neighbour 0 in the list of neghbours, And at position 161 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '220220-1-2' +--- Neighbour 0 in the list of neghbours, And at position 162 in the X datas point -------------- - --- Configuration: 1100-0020 + --- Configuration: 220220-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 5236287472.182222 - --- Energy: 35.478097414979636 - --- Workload: 185774000000.0 + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 245 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 220220-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 65 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 42 in the X datas point -------------- - --- Configuration: 1000-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3845281263.097989 - --- Energy: 39.12249647942367 - --- Workload: 150437000000.0 + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 88 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 124 in the X datas point -------------- - --- Configuration: 0110-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5821399464.43125 - --- Energy: 36.31061849927073 - --- Workload: 211379000000.0 + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 216 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 615 in the X datas point -------------- - --- Configuration: 1100-0110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7524397860.061248 - --- Energy: 41.9385253841261 - --- Workload: 315563000000.0 + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 221 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 5 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2083511299.9235353 - --- Energy: 29.12766521649349 - --- Workload: 60687800000.0 + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 224 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 80 in the X datas point -------------- - --- Configuration: 1100-0222 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10065860928.052246 - --- Energy: 83.39866371497797 - --- Workload: 839479000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 165 in the X datas point -------------- - --- Configuration: 1000-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6501654671.113798 - --- Energy: 42.85376093977719 - --- Workload: 278621000000.0 + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 238 in the X datas point -------------- - --- Configuration: 1000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 246 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1100-0020' ---- Neighbour 0 in the list of neghbours, And at position 221 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '220220-1-2' +--- Neighbour 0 in the list of neghbours, And at position 615 in the X datas point -------------- - --- Configuration: 1100-0000 + --- Configuration: 220020-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 2083511299.9235353 - --- Energy: 29.12766521649349 - --- Workload: 60687800000.0 + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 42 in the X datas point -------------- - --- Configuration: 1000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Configuration: 220020-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 238 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 245 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 161 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 5 in the X datas point -------------- - --- Configuration: 1100-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5236287472.182222 - --- Energy: 35.478097414979636 - --- Workload: 185774000000.0 + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 88 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 80 in the X datas point -------------- - --- Configuration: 0110-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5821399464.43125 - --- Energy: 36.31061849927073 - --- Workload: 211379000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 65 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 124 in the X datas point -------------- - --- Configuration: 1000-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3845281263.097989 - --- Energy: 39.12249647942367 - --- Workload: 150437000000.0 + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 216 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 162 in the X datas point -------------- - --- Configuration: 1100-0110 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7524397860.061248 - --- Energy: 41.9385253841261 - --- Workload: 315563000000.0 + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 7 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 246 in the X datas point -------------- - --- Configuration: 1000-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6501654671.113798 - --- Energy: 42.85376093977719 - --- Workload: 278621000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 224 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 165 in the X datas point -------------- - --- Configuration: 1100-0222 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10065860928.052246 - --- Energy: 83.39866371497797 - --- Workload: 839479000000.0 + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 161 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 5 in the X datas point -------------- - --- Configuration: 1100-0020 - --- Energy efficiency: 5236287472.182222 - --- Energy: 35.478097414979636 - --- Workload: 185774000000.0 + --- Configuration: 111110-1-2 + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (35.478097414979636 mAh) it is NOT far from the median. ---- Median :35.478097414979636, the gap is : 10 ---- So No we don't romove this configuration '1100-0020' - --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1] ---- Computing the list of the 10 first neighbours of '1100-1001' +--- The energy of the current configuration (63.44082042960884 mAh) it is NOT far from the median. +--- Median :63.44082042960884, the gap is : 10 +--- So No we don't romove this configuration '220220-1-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '222220-2-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1100-1001' ---- Neighbour 0 in the list of neghbours, And at position 162 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '222220-2-3' +--- Neighbour 0 in the list of neghbours, And at position 163 in the X datas point -------------- - --- Configuration: 1100-1001 + --- Configuration: 222220-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 7522756337.9222145 - --- Energy: 41.562953026807364 - --- Workload: 312668000000.0 + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 176 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 222220-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 181 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 13 in the X datas point -------------- - --- Configuration: 1100-1011 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9277212383.22309 - --- Energy: 48.61244404745341 - --- Workload: 450987000000.0 + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 44 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 74 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 115 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 98 in the X datas point -------------- - --- Configuration: 0110-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7487495881.877265 - --- Energy: 41.820066635010036 - --- Workload: 313127000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 166 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 158 in the X datas point -------------- - --- Configuration: 2000-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6591219177.81132 - --- Energy: 41.03159908655608 - --- Workload: 270449000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 174 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 264 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5023055826.242454 - --- Energy: 35.164198939696966 - --- Workload: 176632000000.0 + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 219 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 429 in the X datas point -------------- - --- Configuration: 0100-1011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8993129249.25357 - --- Energy: 47.97458475843469 - --- Workload: 431441000000.0 + --- Configuration: 222220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14754441824.711329 + --- Energy: 76.06186087808521 + --- Workload: 1122250000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 221 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 488 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2083511299.9235353 - --- Energy: 29.12766521649349 - --- Workload: 60687800000.0 + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1100-1001' ---- Neighbour 0 in the list of neghbours, And at position 221 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222220-2-3' +--- Neighbour 0 in the list of neghbours, And at position 264 in the X datas point -------------- - --- Configuration: 1100-0000 + --- Configuration: 333330-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 2083511299.9235353 - --- Energy: 29.12766521649349 - --- Workload: 60687800000.0 + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 44 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 222220-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 174 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 429 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5023055826.242454 - --- Energy: 35.164198939696966 - --- Workload: 176632000000.0 + --- Configuration: 222220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14754441824.711329 + --- Energy: 76.06186087808521 + --- Workload: 1122250000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 13 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 488 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 166 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 163 in the X datas point -------------- - --- Configuration: 2000-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6591219177.81132 - --- Energy: 41.03159908655608 - --- Workload: 270449000000.0 + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 162 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 158 in the X datas point -------------- - --- Configuration: 1100-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7522756337.9222145 - --- Energy: 41.562953026807364 - --- Workload: 312668000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 115 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 176 in the X datas point -------------- - --- Configuration: 0110-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7487495881.877265 - --- Energy: 41.820066635010036 - --- Workload: 313127000000.0 + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 219 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 74 in the X datas point -------------- - --- Configuration: 0100-1011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8993129249.25357 - --- Energy: 47.97458475843469 - --- Workload: 431441000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 181 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point -------------- - --- Configuration: 1100-1011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9277212383.22309 - --- Energy: 48.61244404745341 - --- Workload: 450987000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 46 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 488 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 333330-2-3 + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (36.86022362180361 mAh) it is NOT far from the median. ---- Median :36.86022362180361, the gap is : 10 ---- So No we don't romove this configuration '1100-1001' - --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 0, 1.0, 1, 0, 1, 1] ---- Computing the list of the 10 first neighbours of '0220-2022' +--- The energy of the current configuration (78.84746341771039 mAh) it is NOT far from the median. +--- Median :78.84746341771039, the gap is : 10 +--- So No we don't romove this configuration '222220-2-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '111011-3-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0220-2022' ---- Neighbour 0 in the list of neghbours, And at position 163 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '111011-3-3' +--- Neighbour 0 in the list of neghbours, And at position 164 in the X datas point -------------- - --- Configuration: 0220-2022 + --- Configuration: 111011-3-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 10070047248.66169 - --- Energy: 83.48428558869355 - --- Workload: 840691000000.0 + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 86 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 48 in the X datas point -------------- - --- Configuration: 0220-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5040602049.508794 - --- Energy: 36.67117347490831 - --- Workload: 184845000000.0 + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 94 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 83 in the X datas point -------------- - --- Configuration: 0220-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7282684688.88371 - --- Energy: 43.18443043197562 - --- Workload: 314499000000.0 + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 210 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 179 in the X datas point -------------- - --- Configuration: 0220-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5281811027.365063 - --- Energy: 35.274079340197716 - --- Workload: 186311000000.0 + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 246 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 479 in the X datas point -------------- - --- Configuration: 0330-1011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9121757215.309958 - --- Energy: 48.6433554663716 - --- Workload: 443713000000.0 + --- Configuration: 111010-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13018731350.667341 + --- Energy: 78.8194837737248 + --- Workload: 1026130000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 67 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 486 in the X datas point -------------- - --- Configuration: 0110-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6145261695.969323 - --- Energy: 51.31617435224532 - --- Workload: 315351000000.0 + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 88 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 0110-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5821399464.43125 - --- Energy: 36.31061849927073 - --- Workload: 211379000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 98 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 26 in the X datas point -------------- - --- Configuration: 2020-0022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8754497623.153894 - --- Energy: 65.93701913313123 - --- Workload: 577244000000.0 + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 112 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 37 in the X datas point -------------- - --- Configuration: 0020-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4244013818.5089927 - --- Energy: 35.41951635507749 - --- Workload: 150321000000.0 + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 115 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 82 in the X datas point -------------- - --- Configuration: 0110-1001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7487495881.877265 - --- Energy: 41.820066635010036 - --- Workload: 313127000000.0 + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0220-2022' ---- Neighbour 0 in the list of neghbours, And at position 210 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111011-3-3' +--- Neighbour 0 in the list of neghbours, And at position 48 in the X datas point -------------- - --- Configuration: 0220-2000 + --- Configuration: 111011-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 5281811027.365063 - --- Energy: 35.274079340197716 - --- Workload: 186311000000.0 + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 112 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 164 in the X datas point -------------- - --- Configuration: 0020-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4244013818.5089927 - --- Energy: 35.41951635507749 - --- Workload: 150321000000.0 + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 88 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 479 in the X datas point -------------- - --- Configuration: 0110-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5821399464.43125 - --- Energy: 36.31061849927073 - --- Workload: 211379000000.0 + --- Configuration: 111010-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13018731350.667341 + --- Energy: 78.8194837737248 + --- Workload: 1026130000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 86 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 486 in the X datas point -------------- - --- Configuration: 0220-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5040602049.508794 - --- Energy: 36.67117347490831 - --- Workload: 184845000000.0 + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 115 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 26 in the X datas point -------------- - --- Configuration: 0110-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7487495881.877265 - --- Energy: 41.820066635010036 - --- Workload: 313127000000.0 + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 94 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 82 in the X datas point -------------- - --- Configuration: 0220-1001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7282684688.88371 - --- Energy: 43.18443043197562 - --- Workload: 314499000000.0 + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 246 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 179 in the X datas point -------------- - --- Configuration: 0330-1011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9121757215.309958 - --- Energy: 48.6433554663716 - --- Workload: 443713000000.0 + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 67 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 0110-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6145261695.969323 - --- Energy: 51.31617435224532 - --- Workload: 315351000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 98 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 37 in the X datas point -------------- - --- Configuration: 2020-0022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8754497623.153894 - --- Energy: 65.93701913313123 - --- Workload: 577244000000.0 + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 163 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 83 in the X datas point -------------- - --- Configuration: 0220-2022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10070047248.66169 - --- Energy: 83.48428558869355 - --- Workload: 840691000000.0 + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 115 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 26 in the X datas point -------------- - --- Configuration: 0110-1001 - --- Energy efficiency: 7487495881.877265 - --- Energy: 41.820066635010036 - --- Workload: 313127000000.0 + --- Configuration: 110011-3-2 + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (83.48428558869355 mAh) is far from the median. ---- Median :41.820066635010036, the gap is : 10 ---- So yes we remove this configuration '0220-2022' ---- remove_aberrant_points: The value [1.0, 0, 1, 1, 0, 1.0, 1, 0, 1, 1] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1] ---- Computing the list of the 10 first neighbours of '3000-0011' +--- The energy of the current configuration (81.77773921998886 mAh) it is NOT far from the median. +--- Median :81.77773921998886, the gap is : 10 +--- So No we don't romove this configuration '111011-3-3' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 0, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '220202-1-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3000-0011' ---- Neighbour 0 in the list of neghbours, And at position 164 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '220202-1-2' +--- Neighbour 0 in the list of neghbours, And at position 165 in the X datas point -------------- - --- Configuration: 3000-0011 + --- Configuration: 220202-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 6788774083.176061 - --- Energy: 41.16379423683102 - --- Workload: 279451000000.0 + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 207 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 150 in the X datas point -------------- - --- Configuration: 3000-0001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3629843118.1804323 - --- Energy: 34.55029567760096 - --- Workload: 125412000000.0 + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 195 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 252 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 146 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 514 in the X datas point -------------- - --- Configuration: 2000-0022 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8308684236.764266 - --- Energy: 64.3370683100252 - --- Workload: 534556000000.0 + --- Configuration: 330303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 249 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 581 in the X datas point -------------- - --- Configuration: 3030-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5246589716.684155 - --- Energy: 35.71821214035277 - --- Workload: 187399000000.0 + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15557640279.352987 + --- Energy: 50.470000516399516 + --- Workload: 785194000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 29 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 80 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 162 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 241 in the X datas point -------------- - --- Configuration: 2000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3000-0011' ---- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '220202-1-2' +--- Neighbour 0 in the list of neghbours, And at position 241 in the X datas point -------------- - --- Configuration: 2000-0000 + --- Configuration: 220202-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 150 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 581 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15557640279.352987 + --- Energy: 50.470000516399516 + --- Workload: 785194000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 80 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 207 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 162 in the X datas point -------------- - --- Configuration: 3000-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3629843118.1804323 - --- Energy: 34.55029567760096 - --- Workload: 125412000000.0 + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 249 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 252 in the X datas point -------------- - --- Configuration: 3030-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5246589716.684155 - --- Energy: 35.71821214035277 - --- Workload: 187399000000.0 + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 164 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 165 in the X datas point -------------- - --- Configuration: 3000-0011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6788774083.176061 - --- Energy: 41.16379423683102 - --- Workload: 279451000000.0 + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 195 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 514 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 330303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 146 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 29 in the X datas point -------------- - --- Configuration: 2000-0022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8308684236.764266 - --- Energy: 64.3370683100252 - --- Workload: 534556000000.0 + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 207 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 162 in the X datas point -------------- - --- Configuration: 3000-0001 - --- Energy efficiency: 3629843118.1804323 - --- Energy: 34.55029567760096 - --- Workload: 125412000000.0 + --- Configuration: 220220-1-2 + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (34.55029567760096 mAh) it is NOT far from the median. ---- Median :34.55029567760096, the gap is : 10 ---- So No we don't romove this configuration '3000-0011' - --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1.0, 1, 0, 0, 1] ---- Computing the list of the 10 first neighbours of '1111-2002' +--- The energy of the current configuration (75.6785562491319 mAh) is far from the median. +--- Median :64.768131410946, the gap is : 10 +--- So yes we remove this configuration '220202-1-2' +--- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 0, 1, 1.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '222220-0-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1111-2002' ---- Neighbour 0 in the list of neghbours, And at position 165 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '222220-0-1' +--- Neighbour 0 in the list of neghbours, And at position 166 in the X datas point -------------- - --- Configuration: 1111-2002 + --- Configuration: 222220-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 10098612955.510561 - --- Energy: 67.2428641168314 - --- Workload: 679060000000.0 + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 105 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 125 in the X datas point -------------- - --- Configuration: 1101-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6788174999.151478 - --- Energy: 36.70897651674008 - --- Workload: 249187000000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 128 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 372 in the X datas point -------------- - --- Configuration: 1001-2002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9165566798.65083 - --- Energy: 65.10994999301121 - --- Workload: 596772000000.0 + --- Configuration: 022220-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11478960786.722055 + --- Energy: 33.8887834603504 + --- Workload: 389008000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 133 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 489 in the X datas point -------------- - --- Configuration: 0111-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6681499595.769274 - --- Energy: 37.38840673928198 - --- Workload: 249811000000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 245 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 641 in the X datas point -------------- - --- Configuration: 1011-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7793442597.398549 - --- Energy: 48.497409609038264 - --- Workload: 377963000000.0 + --- Configuration: 222220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7320161921.981714 + --- Energy: 28.31277417055063 + --- Workload: 207254000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 47 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 33 in the X datas point -------------- - --- Configuration: 1001-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 50 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 58 in the X datas point -------------- - --- Configuration: 0001-2002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8407741848.694279 - --- Energy: 65.1809584910712 - --- Workload: 548023000000.0 + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 52 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 64 in the X datas point -------------- - --- Configuration: 1101-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9914340101.522842 - --- Energy: 65.015157087009 - --- Workload: 644582000000.0 + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 54 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 69 in the X datas point -------------- - --- Configuration: 1001-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7043096708.760907 - --- Energy: 47.6050128004243 - --- Workload: 335286000000.0 + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 67 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 124 in the X datas point -------------- - --- Configuration: 0110-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6145261695.969323 - --- Energy: 51.31617435224532 - --- Workload: 315351000000.0 + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1111-2002' ---- Neighbour 0 in the list of neghbours, And at position 105 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222220-0-1' +--- Neighbour 0 in the list of neghbours, And at position 69 in the X datas point -------------- - --- Configuration: 1101-2000 + --- Configuration: 220220-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 6788174999.151478 - --- Energy: 36.70897651674008 - --- Workload: 249187000000.0 + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 133 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 641 in the X datas point -------------- - --- Configuration: 0111-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6681499595.769274 - --- Energy: 37.38840673928198 - --- Workload: 249811000000.0 + --- Configuration: 222220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7320161921.981714 + --- Energy: 28.31277417055063 + --- Workload: 207254000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 47 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 64 in the X datas point -------------- - --- Configuration: 1001-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 54 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 372 in the X datas point -------------- - --- Configuration: 1001-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7043096708.760907 - --- Energy: 47.6050128004243 - --- Workload: 335286000000.0 + --- Configuration: 022220-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11478960786.722055 + --- Energy: 33.8887834603504 + --- Workload: 389008000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 245 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 58 in the X datas point -------------- - --- Configuration: 1011-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7793442597.398549 - --- Energy: 48.497409609038264 - --- Workload: 377963000000.0 + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 67 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 166 in the X datas point -------------- - --- Configuration: 0110-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6145261695.969323 - --- Energy: 51.31617435224532 - --- Workload: 315351000000.0 + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 52 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 33 in the X datas point -------------- - --- Configuration: 1101-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9914340101.522842 - --- Energy: 65.015157087009 - --- Workload: 644582000000.0 + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 128 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 125 in the X datas point -------------- - --- Configuration: 1001-2002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9165566798.65083 - --- Energy: 65.10994999301121 - --- Workload: 596772000000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 50 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 489 in the X datas point -------------- - --- Configuration: 0001-2002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8407741848.694279 - --- Energy: 65.1809584910712 - --- Workload: 548023000000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 165 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 124 in the X datas point -------------- - --- Configuration: 1111-2002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10098612955.510561 - --- Energy: 67.2428641168314 - --- Workload: 679060000000.0 + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 245 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 58 in the X datas point -------------- - --- Configuration: 1011-0002 - --- Energy efficiency: 7793442597.398549 - --- Energy: 48.497409609038264 - --- Workload: 377963000000.0 + --- Configuration: 333300-0-1 + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (67.2428641168314 mAh) is far from the median. ---- Median :48.497409609038264, the gap is : 10 ---- So yes we remove this configuration '1111-2002' ---- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1.0, 1, 0, 0, 1] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1] ---- Computing the list of the 10 first neighbours of '2000-1001' +--- The energy of the current configuration (35.64181472293627 mAh) it is NOT far from the median. +--- Median :35.64181472293627, the gap is : 10 +--- So No we don't romove this configuration '222220-0-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 0, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '111111-1-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2000-1001' ---- Neighbour 0 in the list of neghbours, And at position 166 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-1-0' +--- Neighbour 0 in the list of neghbours, And at position 167 in the X datas point -------------- - --- Configuration: 2000-1001 + --- Configuration: 111111-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 6591219177.81132 - --- Energy: 41.03159908655608 - --- Workload: 270449000000.0 + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 90 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 0 in the X datas point -------------- - --- Configuration: 2002-1001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8795770993.306417 - --- Energy: 48.71596839606954 - --- Workload: 428493000000.0 + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 81 in the X datas point -------------- - --- Configuration: 2000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 44 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 89 in the X datas point -------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 141 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 69 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 145 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 135 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 208 in the X datas point -------------- - --- Configuration: 2022-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10534122128.398308 - --- Energy: 50.34000387088341 - --- Workload: 530288000000.0 + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 140 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 265 in the X datas point -------------- - --- Configuration: 2020-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6005284650.492433 - --- Energy: 34.65163368892841 - --- Workload: 208093000000.0 + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 150 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 341 in the X datas point -------------- - --- Configuration: 3030-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8447801037.389967 - --- Energy: 43.884169684615244 - --- Workload: 370724000000.0 + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 162 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 363 in the X datas point -------------- - --- Configuration: 1100-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7522756337.9222145 - --- Energy: 41.562953026807364 - --- Workload: 312668000000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2000-1001' ---- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-1-0' +--- Neighbour 0 in the list of neghbours, And at position 265 in the X datas point -------------- - --- Configuration: 2000-0000 + --- Configuration: 111111-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 140 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 89 in the X datas point -------------- - --- Configuration: 2020-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6005284650.492433 - --- Energy: 34.65163368892841 - --- Workload: 208093000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 69 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 208 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 44 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 141 in the X datas point -------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 167 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 166 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 0 in the X datas point -------------- - --- Configuration: 2000-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6591219177.81132 - --- Energy: 41.03159908655608 - --- Workload: 270449000000.0 + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 162 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 341 in the X datas point -------------- - --- Configuration: 1100-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7522756337.9222145 - --- Energy: 41.562953026807364 - --- Workload: 312668000000.0 + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 150 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 145 in the X datas point -------------- - --- Configuration: 3030-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8447801037.389967 - --- Energy: 43.884169684615244 - --- Workload: 370724000000.0 + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 90 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 363 in the X datas point -------------- - --- Configuration: 2002-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8795770993.306417 - --- Energy: 48.71596839606954 - --- Workload: 428493000000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 135 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 81 in the X datas point -------------- - --- Configuration: 2022-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10534122128.398308 - --- Energy: 50.34000387088341 - --- Workload: 530288000000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 46 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 167 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 111111-1-0 + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (36.86022362180361 mAh) it is NOT far from the median. ---- Median :36.86022362180361, the gap is : 10 ---- So No we don't romove this configuration '2000-1001' - --- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '2020-0220' +--- The energy of the current configuration (34.5550819751672 mAh) it is NOT far from the median. +--- Median :34.5550819751672, the gap is : 10 +--- So No we don't romove this configuration '111111-1-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '033300-2-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2020-0220' ---- Neighbour 0 in the list of neghbours, And at position 167 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '033300-2-1' +--- Neighbour 0 in the list of neghbours, And at position 168 in the X datas point -------------- - --- Configuration: 2020-0220 + --- Configuration: 033300-2-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 7467367603.572389 - --- Energy: 42.10385161103808 - --- Workload: 314406000000.0 + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 45 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 160 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 98 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 234 in the X datas point -------------- - --- Configuration: 2020-0022 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8754497623.153894 - --- Energy: 65.93701913313123 - --- Workload: 577244000000.0 + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 124 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 334 in the X datas point -------------- - --- Configuration: 0020-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8376542330.856669 - --- Energy: 48.301162810596125 - --- Workload: 404596000000.0 + --- Configuration: 333300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 125 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 422 in the X datas point -------------- - --- Configuration: 2220-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9479212087.891254 - --- Energy: 49.57175430186782 - --- Workload: 469901000000.0 + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 152 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 436 in the X datas point -------------- - --- Configuration: 2220-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8252186829.509821 - --- Energy: 42.07453960416718 - --- Workload: 347206000000.0 + --- Configuration: 030300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 156 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 467 in the X datas point -------------- - --- Configuration: 2022-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10619025470.794495 - --- Energy: 49.81557674440745 - --- Workload: 528993000000.0 + --- Configuration: 003300-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 168 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 624 in the X datas point -------------- - --- Configuration: 2020-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5336236245.851076 - --- Energy: 35.10473595313148 - --- Workload: 187327000000.0 + --- Configuration: 033333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15076589072.48824 + --- Energy: 79.64660959429389 + --- Workload: 1200800000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 180 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 689 in the X datas point -------------- - --- Configuration: 3030-0110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7504014647.836593 - --- Energy: 41.82593528076137 - --- Workload: 313863000000.0 + --- Configuration: 022200-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12524265764.919533 + --- Energy: 42.174782341496964 + --- Workload: 528208000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2020-0220' ---- Neighbour 0 in the list of neghbours, And at position 168 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '033300-2-1' +--- Neighbour 0 in the list of neghbours, And at position 234 in the X datas point -------------- - --- Configuration: 2020-0030 + --- Configuration: 333300-1-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 5336236245.851076 - --- Energy: 35.10473595313148 - --- Workload: 187327000000.0 + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 180 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 45 in the X datas point -------------- - --- Configuration: 3030-0110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7504014647.836593 - --- Energy: 41.82593528076137 - --- Workload: 313863000000.0 + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 152 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 689 in the X datas point -------------- - --- Configuration: 2220-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8252186829.509821 - --- Energy: 42.07453960416718 - --- Workload: 347206000000.0 + --- Configuration: 022200-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12524265764.919533 + --- Energy: 42.174782341496964 + --- Workload: 528208000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 167 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 422 in the X datas point -------------- - --- Configuration: 2020-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7467367603.572389 - --- Energy: 42.10385161103808 - --- Workload: 314406000000.0 + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 124 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 168 in the X datas point -------------- - --- Configuration: 0020-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8376542330.856669 - --- Energy: 48.301162810596125 - --- Workload: 404596000000.0 + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 125 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 467 in the X datas point -------------- - --- Configuration: 2220-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9479212087.891254 - --- Energy: 49.57175430186782 - --- Workload: 469901000000.0 + --- Configuration: 003300-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 156 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 436 in the X datas point -------------- - --- Configuration: 2022-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10619025470.794495 - --- Energy: 49.81557674440745 - --- Workload: 528993000000.0 + --- Configuration: 030300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 334 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 333300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 160 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 624 in the X datas point -------------- - --- Configuration: 2020-0022 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8754497623.153894 - --- Energy: 65.93701913313123 - --- Workload: 577244000000.0 + --- Configuration: 033333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15076589072.48824 + --- Energy: 79.64660959429389 + --- Workload: 1200800000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 124 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 168 in the X datas point -------------- - --- Configuration: 0020-2220 - --- Energy efficiency: 8376542330.856669 - --- Energy: 48.301162810596125 - --- Workload: 404596000000.0 + --- Configuration: 033300-2-1 + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (48.301162810596125 mAh) it is NOT far from the median. ---- Median :48.301162810596125, the gap is : 10 ---- So No we don't romove this configuration '2020-0220' - --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0] ---- Computing the list of the 10 first neighbours of '2020-0030' +--- The energy of the current configuration (55.1474477747145 mAh) it is NOT far from the median. +--- Median :55.1474477747145, the gap is : 10 +--- So No we don't romove this configuration '033300-2-1' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 0, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '222222-0-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2020-0030' ---- Neighbour 0 in the list of neghbours, And at position 168 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-0-2' +--- Neighbour 0 in the list of neghbours, And at position 169 in the X datas point -------------- - --- Configuration: 2020-0030 + --- Configuration: 222222-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 5336236245.851076 - --- Energy: 35.10473595313148 - --- Workload: 187327000000.0 + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 127 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 369 in the X datas point -------------- - --- Configuration: 2020-3030 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7529950377.627011 - --- Energy: 41.87227309237855 - --- Workload: 315295000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 91 in the X datas point -------------- - --- Configuration: 0022-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7249844128.351241 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 65 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 111 in the X datas point -------------- - --- Configuration: 1000-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3845281263.097989 - --- Energy: 39.12249647942367 - --- Workload: 150437000000.0 + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 98 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 125 in the X datas point -------------- - --- Configuration: 2020-0022 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8754497623.153894 - --- Energy: 65.93701913313123 - --- Workload: 577244000000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 152 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 159 in the X datas point -------------- - --- Configuration: 2220-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8252186829.509821 - --- Energy: 42.07453960416718 - --- Workload: 347206000000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 154 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 232 in the X datas point -------------- - --- Configuration: 3330-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6057595619.146848 - --- Energy: 36.12486526516549 - --- Workload: 218830000000.0 + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 156 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 274 in the X datas point -------------- - --- Configuration: 2022-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10619025470.794495 - --- Energy: 49.81557674440745 - --- Workload: 528993000000.0 + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 167 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 483 in the X datas point -------------- - --- Configuration: 2020-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7467367603.572389 - --- Energy: 42.10385161103808 - --- Workload: 314406000000.0 + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 86 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 489 in the X datas point -------------- - --- Configuration: 0220-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5040602049.508794 - --- Energy: 36.67117347490831 - --- Workload: 184845000000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2020-0030' ---- Neighbour 0 in the list of neghbours, And at position 168 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-0-2' +--- Neighbour 0 in the list of neghbours, And at position 274 in the X datas point -------------- - --- Configuration: 2020-0030 + --- Configuration: 222222-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 5336236245.851076 - --- Energy: 35.10473595313148 - --- Workload: 187327000000.0 + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 154 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 125 in the X datas point -------------- - --- Configuration: 3330-0030 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6057595619.146848 - --- Energy: 36.12486526516549 - --- Workload: 218830000000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 86 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 489 in the X datas point -------------- - --- Configuration: 0220-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5040602049.508794 - --- Energy: 36.67117347490831 - --- Workload: 184845000000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 65 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 111 in the X datas point -------------- - --- Configuration: 1000-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3845281263.097989 - --- Energy: 39.12249647942367 - --- Workload: 150437000000.0 + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 127 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 91 in the X datas point -------------- - --- Configuration: 2020-3030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7529950377.627011 - --- Energy: 41.87227309237855 - --- Workload: 315295000000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 159 in the X datas point -------------- - --- Configuration: 0022-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7249844128.351241 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 152 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 369 in the X datas point -------------- - --- Configuration: 2220-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8252186829.509821 - --- Energy: 42.07453960416718 - --- Workload: 347206000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 167 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 169 in the X datas point -------------- - --- Configuration: 2020-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7467367603.572389 - --- Energy: 42.10385161103808 - --- Workload: 314406000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 156 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 483 in the X datas point -------------- - --- Configuration: 2022-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10619025470.794495 - --- Energy: 49.81557674440745 - --- Workload: 528993000000.0 + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 232 in the X datas point -------------- - --- Configuration: 2020-0022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8754497623.153894 - --- Energy: 65.93701913313123 - --- Workload: 577244000000.0 + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 127 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 91 in the X datas point -------------- - --- Configuration: 2020-3030 - --- Energy efficiency: 7529950377.627011 - --- Energy: 41.87227309237855 - --- Workload: 315295000000.0 + --- Configuration: 202222-0-2 + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (41.87227309237855 mAh) it is NOT far from the median. ---- Median :41.87227309237855, the gap is : 10 ---- So No we don't romove this configuration '2020-0030' - --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '1111-3330' +--- The energy of the current configuration (65.8277383833758 mAh) it is NOT far from the median. +--- Median :65.8277383833758, the gap is : 10 +--- So No we don't romove this configuration '222222-0-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '330333-0-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1111-3330' ---- Neighbour 0 in the list of neghbours, And at position 169 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '330333-0-0' +--- Neighbour 0 in the list of neghbours, And at position 170 in the X datas point -------------- - --- Configuration: 1111-3330 + --- Configuration: 330333-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 10965958375.4152 - --- Energy: 49.989818506242955 - --- Workload: 548186000000.0 + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 126 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10000990098.019703 - --- Energy: 50.66357196918862 - --- Workload: 506686000000.0 + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 132 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 259 in the X datas point -------------- - --- Configuration: 1110-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9413093613.215984 - --- Energy: 49.7061517933472 - --- Workload: 467887000000.0 + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 202 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 273 in the X datas point -------------- - --- Configuration: 1111-3300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9442424814.692413 - --- Energy: 43.80740929766881 - --- Workload: 413650000000.0 + --- Configuration: 330330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 206 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 308 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10558457958.332102 - --- Energy: 49.51707772839275 - --- Workload: 522824000000.0 + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 222 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 377 in the X datas point -------------- - --- Configuration: 1110-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8963143553.707155 - --- Energy: 52.92171748044021 - --- Workload: 474343000000.0 + --- Configuration: 300333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10542740269.050732 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 108 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 385 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8871225293.637558 - --- Energy: 42.90551410725298 - --- Workload: 380626000000.0 + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 123 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 771 in the X datas point -------------- - --- Configuration: 2220-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9571301409.852697 - --- Energy: 49.20594289132612 - --- Workload: 470964000000.0 + --- Configuration: 330333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10314063225.207571 + --- Energy: 24.401835984242894 + --- Workload: 251682000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 195 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 33 in the X datas point -------------- - --- Configuration: 1011-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8886756067.432705 - --- Energy: 42.76899541535147 - --- Workload: 380079000000.0 + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 197 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 69 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8938627384.378855 - --- Energy: 42.547359911496315 - --- Workload: 380315000000.0 + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1111-3330' ---- Neighbour 0 in the list of neghbours, And at position 197 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '330333-0-0' +--- Neighbour 0 in the list of neghbours, And at position 273 in the X datas point -------------- - --- Configuration: 1011-3030 + --- Configuration: 330330-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 8938627384.378855 - --- Energy: 42.547359911496315 - --- Workload: 380315000000.0 + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 195 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 771 in the X datas point -------------- - --- Configuration: 1011-0330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8886756067.432705 - --- Energy: 42.76899541535147 - --- Workload: 380079000000.0 + --- Configuration: 330333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10314063225.207571 + --- Energy: 24.401835984242894 + --- Workload: 251682000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 108 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 69 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8871225293.637558 - --- Energy: 42.90551410725298 - --- Workload: 380626000000.0 + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 202 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 259 in the X datas point -------------- - --- Configuration: 1111-3300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9442424814.692413 - --- Energy: 43.80740929766881 - --- Workload: 413650000000.0 + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 123 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 33 in the X datas point -------------- - --- Configuration: 2220-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9571301409.852697 - --- Energy: 49.20594289132612 - --- Workload: 470964000000.0 + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 206 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 377 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10558457958.332102 - --- Energy: 49.51707772839275 - --- Workload: 522824000000.0 + --- Configuration: 300333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10542740269.050732 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 132 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 170 in the X datas point -------------- - --- Configuration: 1110-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9413093613.215984 - --- Energy: 49.7061517933472 - --- Workload: 467887000000.0 + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 169 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 385 in the X datas point -------------- - --- Configuration: 1111-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10965958375.4152 - --- Energy: 49.989818506242955 - --- Workload: 548186000000.0 + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 308 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10000990098.019703 - --- Energy: 50.66357196918862 - --- Workload: 506686000000.0 + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 222 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 126 in the X datas point -------------- - --- Configuration: 1110-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8963143553.707155 - --- Energy: 52.92171748044021 - --- Workload: 474343000000.0 + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 123 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 33 in the X datas point -------------- - --- Configuration: 2220-3330 - --- Energy efficiency: 9571301409.852697 - --- Energy: 49.20594289132612 - --- Workload: 470964000000.0 + --- Configuration: 220222-0-1 + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (49.20594289132612 mAh) it is NOT far from the median. ---- Median :49.20594289132612, the gap is : 10 ---- So No we don't romove this configuration '1111-3330' - --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '0222-2220' +--- The energy of the current configuration (48.32825169162293 mAh) it is NOT far from the median. +--- Median :48.32825169162293, the gap is : 10 +--- So No we don't romove this configuration '330333-0-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '330330-3-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0222-2220' ---- Neighbour 0 in the list of neghbours, And at position 170 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '330330-3-0' +--- Neighbour 0 in the list of neghbours, And at position 171 in the X datas point -------------- - --- Configuration: 0222-2220 + --- Configuration: 330330-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 11414873580.275099 - --- Energy: 57.359112207692405 - --- Workload: 654747000000.0 + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 236 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 619 in the X datas point -------------- - --- Configuration: 0222-2220 + --- Configuration: 330330-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 11529065350.201126 - --- Energy: 56.827789322012976 - --- Workload: 655171000000.0 + --- Energy efficiency: 11927480916.030533 + --- Energy: 57.869084231929165 + --- Workload: 690232000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 243 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 88 in the X datas point -------------- - --- Configuration: 0022-2220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10604498852.593224 - --- Energy: 53.16348231202643 - --- Workload: 563772000000.0 + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 251 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 134 in the X datas point -------------- - --- Configuration: 0222-1110 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 11528294469.531294 - --- Energy: 56.93002977667585 - --- Workload: 656306000000.0 + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 178 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 57 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 764 in the X datas point -------------- - --- Configuration: 0101-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9185604320.908272 - --- Energy: 48.9191931692468 - --- Workload: 449351000000.0 + --- Configuration: 330030-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5810507722.1647625 + --- Energy: 13.028609429521124 + --- Workload: 75702900000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 15 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 100 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 25 in the X datas point -------------- - --- Configuration: 2222-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11468876336.840899 - --- Energy: 53.84120579706395 - --- Workload: 617498000000.0 + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 124 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 112 in the X datas point -------------- - --- Configuration: 0020-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8376542330.856669 - --- Energy: 48.301162810596125 - --- Workload: 404596000000.0 + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 125 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 309 in the X datas point -------------- - --- Configuration: 2220-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9479212087.891254 - --- Energy: 49.57175430186782 - --- Workload: 469901000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0222-2220' ---- Neighbour 0 in the list of neghbours, And at position 124 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '330330-3-0' +--- Neighbour 0 in the list of neghbours, And at position 764 in the X datas point -------------- - --- Configuration: 0020-2220 + --- Configuration: 330030-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 8376542330.856669 - --- Energy: 48.301162810596125 - --- Workload: 404596000000.0 + --- Energy efficiency: 5810507722.1647625 + --- Energy: 13.028609429521124 + --- Workload: 75702900000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 57 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 178 in the X datas point -------------- - --- Configuration: 0101-2220 + --- Configuration: 030330-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 9185604320.908272 - --- Energy: 48.9191931692468 - --- Workload: 449351000000.0 + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 125 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 25 in the X datas point -------------- - --- Configuration: 2220-2220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9479212087.891254 - --- Energy: 49.57175430186782 - --- Workload: 469901000000.0 + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 243 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 171 in the X datas point -------------- - --- Configuration: 0022-2220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10604498852.593224 - --- Energy: 53.16348231202643 - --- Workload: 563772000000.0 + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 100 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 15 in the X datas point -------------- - --- Configuration: 2222-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11468876336.840899 - --- Energy: 53.84120579706395 - --- Workload: 617498000000.0 + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 619 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11927480916.030533 + --- Energy: 57.869084231929165 + --- Workload: 690232000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 236 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 88 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11529065350.201126 - --- Energy: 56.827789322012976 - --- Workload: 655171000000.0 + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 251 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 134 in the X datas point -------------- - --- Configuration: 0222-1110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11528294469.531294 - --- Energy: 56.93002977667585 - --- Workload: 656306000000.0 + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 170 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 112 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11414873580.275099 - --- Energy: 57.359112207692405 - --- Workload: 654747000000.0 + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 309 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 100 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 15 in the X datas point -------------- - --- Configuration: 2222-2200 - --- Energy efficiency: 11468876336.840899 - --- Energy: 53.84120579706395 - --- Workload: 617498000000.0 + --- Configuration: 303330-3-0 + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (53.84120579706395 mAh) it is NOT far from the median. ---- Median :53.84120579706395, the gap is : 10 ---- So No we don't romove this configuration '0222-2220' - --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '0303-0100' +--- The energy of the current configuration (52.15820338037457 mAh) it is NOT far from the median. +--- Median :52.15820338037457, the gap is : 10 +--- So No we don't romove this configuration '330330-3-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '101110-1-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0303-0100' ---- Neighbour 0 in the list of neghbours, And at position 2 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '101110-1-0' +--- Neighbour 0 in the list of neghbours, And at position 3 in the X datas point -------------- - --- Configuration: 0303-0100 + --- Configuration: 101110-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 171 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 172 in the X datas point -------------- - --- Configuration: 0303-0100 + --- Configuration: 101110-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 7192278369.94203 - --- Energy: 51.67993691242756 - --- Workload: 371696000000.0 + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 427 in the X datas point -------------- - --- Configuration: 0303-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 87 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 0 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6928278461.367919 - --- Energy: 53.6166443408558 - --- Workload: 371471000000.0 + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 122 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 89 in the X datas point -------------- - --- Configuration: 0200-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4242843383.922169 - --- Energy: 35.404255909220375 - --- Workload: 150215000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 -------------- --- Neighbour 5 in the list of neghbours, And at position 141 in the X datas point -------------- - --- Configuration: 0202-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7512075661.626064 - --- Energy: 40.5630522502661 - --- Workload: 304712000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 179 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 417 in the X datas point -------------- - --- Configuration: 0300-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1047552602.8539523 - --- Energy: 28.209089181571862 - --- Workload: 29550500000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 231 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 167 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7144898542.440698 - --- Energy: 51.89988274563883 - --- Workload: 370819000000.0 + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 209 in the X datas point -------------- - --- Configuration: 0303-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8236960890.90969 - --- Energy: 61.00540758755291 - --- Workload: 502499000000.0 + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 211 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0303-0100' ---- Neighbour 0 in the list of neghbours, And at position 179 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '101110-1-0' +--- Neighbour 0 in the list of neghbours, And at position 3 in the X datas point -------------- - --- Configuration: 0300-0000 + --- Configuration: 101110-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 1047552602.8539523 - --- Energy: 28.209089181571862 - --- Workload: 29550500000.0 + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 122 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 172 in the X datas point -------------- - --- Configuration: 0200-0100 + --- Configuration: 101110-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 4242843383.922169 - --- Energy: 35.404255909220375 - --- Workload: 150215000000.0 + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 141 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 209 in the X datas point -------------- - --- Configuration: 0202-0200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7512075661.626064 - --- Energy: 40.5630522502661 - --- Workload: 304712000000.0 + --- Configuration: 222220-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 89 in the X datas point -------------- - --- Configuration: 0303-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 171 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 427 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7192278369.94203 - --- Energy: 51.67993691242756 - --- Workload: 371696000000.0 + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 231 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 141 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7144898542.440698 - --- Energy: 51.89988274563883 - --- Workload: 370819000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 417 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 87 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 167 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6928278461.367919 - --- Energy: 53.6166443408558 - --- Workload: 371471000000.0 + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 0 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 211 in the X datas point -------------- - --- Configuration: 0303-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8236960890.90969 - --- Energy: 61.00540758755291 - --- Workload: 502499000000.0 + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 171 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 427 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Energy efficiency: 7192278369.94203 - --- Energy: 51.67993691242756 - --- Workload: 371696000000.0 + --- Configuration: 101110-1-0 + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (51.67993691242756 mAh) it is NOT far from the median. ---- Median :51.67993691242756, the gap is : 10 ---- So No we don't romove this configuration '0303-0100' - --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '0100-0200' +--- The energy of the current configuration (33.06575864579996 mAh) it is NOT far from the median. +--- Median :33.06575864579996, the gap is : 10 +--- So No we don't romove this configuration '101110-1-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '002202-3-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0100-0200' ---- Neighbour 0 in the list of neghbours, And at position 104 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '002202-3-1' +--- Neighbour 0 in the list of neghbours, And at position 173 in the X datas point -------------- - --- Configuration: 0100-0200 + --- Configuration: 002202-3-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 4093227346.033253 - --- Energy: 35.39655176899871 - --- Workload: 144886000000.0 + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 172 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 560 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Distance from that configuration: [1.] - --- Energy efficiency: 4197888462.103562 - --- Energy: 35.26956535624208 - --- Workload: 148058000000.0 + --- Configuration: 002202-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12755215926.672813 + --- Energy: 62.95852732602467 + --- Workload: 803050000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 82 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 688 in the X datas point -------------- - --- Configuration: 0101-0200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5549420363.04308 - --- Energy: 37.334916995372765 - --- Workload: 207187000000.0 + --- Configuration: 022202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474880292.739979 + --- Energy: 72.83305131515111 + --- Workload: 1054250000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 84 in the X datas point -------------- - --- Configuration: 0000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 85 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 116 in the X datas point -------------- - --- Configuration: 0001-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4385426351.149858 - --- Energy: 36.59285860316189 - --- Workload: 160475000000.0 + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 121 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 138 in the X datas point -------------- - --- Configuration: 0110-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5162462701.2069845 - --- Energy: 35.42009012551951 - --- Workload: 182855000000.0 + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 122 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 467 in the X datas point -------------- - --- Configuration: 0200-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4242843383.922169 - --- Energy: 35.404255909220375 - --- Workload: 150215000000.0 + --- Configuration: 003300-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 141 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 543 in the X datas point -------------- - --- Configuration: 0202-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7512075661.626064 - --- Energy: 40.5630522502661 - --- Workload: 304712000000.0 + --- Configuration: 022222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15333190223.557913 + --- Energy: 75.06196238428772 + --- Workload: 1150940000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 233 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 568 in the X datas point -------------- - --- Configuration: 0110-0300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5549728340.797718 - --- Energy: 34.54578297303628 - --- Workload: 191720000000.0 + --- Configuration: 002022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 600 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0100-0200' ---- Neighbour 0 in the list of neghbours, And at position 16 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '002202-3-1' +--- Neighbour 0 in the list of neghbours, And at position 560 in the X datas point -------------- - --- Configuration: 0000-0000 + --- Configuration: 002202-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Energy efficiency: 12755215926.672813 + --- Energy: 62.95852732602467 + --- Workload: 803050000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 233 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 467 in the X datas point -------------- - --- Configuration: 0110-0300 - --- Distance from that configuration: [1.] - --- Energy efficiency: 5549728340.797718 - --- Energy: 34.54578297303628 - --- Workload: 191720000000.0 + --- Configuration: 003300-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 172 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 688 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4197888462.103562 - --- Energy: 35.26956535624208 - --- Workload: 148058000000.0 + --- Configuration: 022202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474880292.739979 + --- Energy: 72.83305131515111 + --- Workload: 1054250000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 104 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 543 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4093227346.033253 - --- Energy: 35.39655176899871 - --- Workload: 144886000000.0 + --- Configuration: 022222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15333190223.557913 + --- Energy: 75.06196238428772 + --- Workload: 1150940000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 122 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 568 in the X datas point -------------- - --- Configuration: 0200-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4242843383.922169 - --- Energy: 35.404255909220375 - --- Workload: 150215000000.0 + --- Configuration: 002022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 121 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 173 in the X datas point -------------- - --- Configuration: 0110-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5162462701.2069845 - --- Energy: 35.42009012551951 - --- Workload: 182855000000.0 + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 85 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 138 in the X datas point -------------- - --- Configuration: 0001-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4385426351.149858 - --- Energy: 36.59285860316189 - --- Workload: 160475000000.0 + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 82 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 600 in the X datas point -------------- - --- Configuration: 0101-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5549420363.04308 - --- Energy: 37.334916995372765 - --- Workload: 207187000000.0 + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 141 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 84 in the X datas point -------------- - --- Configuration: 0202-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7512075661.626064 - --- Energy: 40.5630522502661 - --- Workload: 304712000000.0 + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 116 in the X datas point -------------- - --- Configuration: 0000-2200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 122 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 568 in the X datas point -------------- - --- Configuration: 0200-0100 - --- Energy efficiency: 4242843383.922169 - --- Energy: 35.404255909220375 - --- Workload: 150215000000.0 + --- Configuration: 002022-3-1 + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (35.404255909220375 mAh) it is NOT far from the median. ---- Median :35.404255909220375, the gap is : 10 ---- So No we don't romove this configuration '0100-0200' - --- remove_aberrant_points: The value [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 1.0, 0, 0, 0, 1] ---- Computing the list of the 10 first neighbours of '2200-0002' +--- The energy of the current configuration (75.26763933992237 mAh) it is NOT far from the median. +--- Median :75.26763933992237, the gap is : 10 +--- So No we don't romove this configuration '002202-3-1' + --- remove_aberrant_points: The value [1.0, 0, 0, 1, 1, 0, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '220022-2-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2200-0002' ---- Neighbour 0 in the list of neghbours, And at position 173 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '220022-2-1' +--- Neighbour 0 in the list of neghbours, And at position 174 in the X datas point -------------- - --- Configuration: 2200-0002 + --- Configuration: 220022-2-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 6207016411.351391 - --- Energy: 47.115411060327354 - --- Workload: 292447000000.0 + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 223 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 146 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 52 in the X datas point -------------- - --- Configuration: 2000-0022 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8308684236.764266 - --- Energy: 64.3370683100252 - --- Workload: 534556000000.0 + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 177 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 135 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5065035050.042546 - --- Energy: 35.13598057141005 - --- Workload: 177965000000.0 + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 196 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 222020-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 201 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 225 in the X datas point -------------- - --- Configuration: 2000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 343 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 39 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 379 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3029054692.61153 - --- Energy: 30.508250558695604 - --- Workload: 92411200000.0 + --- Configuration: 220022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14371553521.821047 + --- Energy: 61.0078855819444 + --- Workload: 876778000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2200-0002' ---- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '220022-2-1' +--- Neighbour 0 in the list of neghbours, And at position 196 in the X datas point -------------- - --- Configuration: 2000-0000 + --- Configuration: 222020-2-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 225 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 52 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 39 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 379 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3029054692.61153 - --- Energy: 30.508250558695604 - --- Workload: 92411200000.0 + --- Configuration: 220022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14371553521.821047 + --- Energy: 61.0078855819444 + --- Workload: 876778000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 177 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 174 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5065035050.042546 - --- Energy: 35.13598057141005 - --- Workload: 177965000000.0 + --- Configuration: 220022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 201 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 173 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 135 in the X datas point -------------- - --- Configuration: 2200-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6207016411.351391 - --- Energy: 47.115411060327354 - --- Workload: 292447000000.0 + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 223 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 146 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 343 in the X datas point -------------- - --- Configuration: 2000-0022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8308684236.764266 - --- Energy: 64.3370683100252 - --- Workload: 534556000000.0 + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 39 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 379 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Energy efficiency: 3029054692.61153 - --- Energy: 30.508250558695604 - --- Workload: 92411200000.0 + --- Configuration: 220022-3-0 + --- Energy efficiency: 14371553521.821047 + --- Energy: 61.0078855819444 + --- Workload: 876778000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (47.115411060327354 mAh) is far from the median. ---- Median :30.508250558695604, the gap is : 10 ---- So yes we remove this configuration '2200-0002' ---- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 1.0, 0, 0, 0, 1] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '2200-1000' +--- The energy of the current configuration (61.0078855819444 mAh) it is NOT far from the median. +--- Median :61.0078855819444, the gap is : 10 +--- So No we don't romove this configuration '220022-2-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 0, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '202220-0-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2200-1000' ---- Neighbour 0 in the list of neghbours, And at position 174 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '202220-0-2' +--- Neighbour 0 in the list of neghbours, And at position 175 in the X datas point -------------- - --- Configuration: 2200-1000 + --- Configuration: 202220-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 5023055826.242454 - --- Energy: 35.164198939696966 - --- Workload: 176632000000.0 + --- Energy efficiency: 12108149995.762148 + --- Energy: 54.4639625494408 + --- Workload: 659458000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 238 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 91 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 5231876778.838105 - --- Energy: 35.35979917082616 - --- Workload: 184998000000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 159 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 16 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 22 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 56 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 177 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 120 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5065035050.042546 - --- Energy: 35.13598057141005 - --- Workload: 177965000000.0 + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 239 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 124 in the X datas point -------------- - --- Configuration: 0200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4343576935.606472 - --- Energy: 34.69772062521995 - --- Workload: 150712000000.0 + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 166 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 169 in the X datas point -------------- - --- Configuration: 2000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2200-1000' ---- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '202220-0-2' +--- Neighbour 0 in the list of neghbours, And at position 166 in the X datas point -------------- - --- Configuration: 2000-0000 + --- Configuration: 222220-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 120 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 175 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 202220-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12108149995.762148 + --- Energy: 54.4639625494408 + --- Workload: 659458000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 239 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 56 in the X datas point -------------- - --- Configuration: 0200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4343576935.606472 - --- Energy: 34.69772062521995 - --- Workload: 150712000000.0 + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 177 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 124 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5065035050.042546 - --- Energy: 35.13598057141005 - --- Workload: 177965000000.0 + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 174 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 91 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5023055826.242454 - --- Energy: 35.164198939696966 - --- Workload: 176632000000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 238 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 22 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5231876778.838105 - --- Energy: 35.35979917082616 - --- Workload: 184998000000.0 + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 159 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 169 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 16 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 177 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 124 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Energy efficiency: 5065035050.042546 - --- Energy: 35.13598057141005 - --- Workload: 177965000000.0 + --- Configuration: 222220-1-2 + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (35.13598057141005 mAh) it is NOT far from the median. ---- Median :35.13598057141005, the gap is : 10 ---- So No we don't romove this configuration '2200-1000' - --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0.0, 1, 1, 1, 1] ---- Computing the list of the 10 first neighbours of '3333-1111' +--- The energy of the current configuration (54.4639625494408 mAh) is far from the median. +--- Median :64.6001284096528, the gap is : 10 +--- So yes we remove this configuration '202220-0-2' +--- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 0, 0.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '222220-2-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3333-1111' ---- Neighbour 0 in the list of neghbours, And at position 175 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '222220-2-3' +--- Neighbour 0 in the list of neghbours, And at position 163 in the X datas point -------------- - --- Configuration: 3333-1111 + --- Configuration: 222220-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 11523551835.240866 - --- Energy: 83.54140347554512 - --- Workload: 962694000000.0 + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 59 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 176 in the X datas point -------------- - --- Configuration: 3330-1111 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9820095844.135439 - --- Energy: 58.230522602615636 - --- Workload: 571832000000.0 + --- Configuration: 222220-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 144 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 13 in the X datas point -------------- - --- Configuration: 3333-1101 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10947566629.6274 - --- Energy: 79.26313007840331 - --- Workload: 867738000000.0 + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 113 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 44 in the X datas point -------------- - --- Configuration: 3303-1011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10227751572.005417 - --- Energy: 73.37868558375581 - --- Workload: 750499000000.0 + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 182 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 74 in the X datas point -------------- - --- Configuration: 3303-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10225586667.47108 - --- Energy: 73.36262541667716 - --- Workload: 750176000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 14 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 98 in the X datas point -------------- - --- Configuration: 3303-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9340120487.55429 - --- Energy: 67.3857084084629 - --- Workload: 629393000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 60 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 158 in the X datas point -------------- - --- Configuration: 0330-0111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7854719115.244439 - --- Energy: 56.794731664850964 - --- Workload: 446108000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 83 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 264 in the X datas point -------------- - --- Configuration: 3330-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9229945635.620207 - --- Energy: 51.28077619994492 - --- Workload: 473319000000.0 + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 93 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 429 in the X datas point -------------- - --- Configuration: 3003-1101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9428892010.8998 - --- Energy: 67.46193459835338 - --- Workload: 636090000000.0 + --- Configuration: 222220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14754441824.711329 + --- Energy: 76.06186087808521 + --- Workload: 1122250000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 106 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 488 in the X datas point -------------- - --- Configuration: 0333-0011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9607255399.277534 - --- Energy: 65.95120166169613 - --- Workload: 633609000000.0 + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3333-1111' ---- Neighbour 0 in the list of neghbours, And at position 83 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222220-2-3' +--- Neighbour 0 in the list of neghbours, And at position 264 in the X datas point -------------- - --- Configuration: 3330-2220 + --- Configuration: 333330-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 9229945635.620207 - --- Energy: 51.28077619994492 - --- Workload: 473319000000.0 + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 60 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 44 in the X datas point -------------- - --- Configuration: 0330-0111 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7854719115.244439 - --- Energy: 56.794731664850964 - --- Workload: 446108000000.0 + --- Configuration: 222220-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 59 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 429 in the X datas point -------------- - --- Configuration: 3330-1111 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9820095844.135439 - --- Energy: 58.230522602615636 - --- Workload: 571832000000.0 + --- Configuration: 222220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14754441824.711329 + --- Energy: 76.06186087808521 + --- Workload: 1122250000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 106 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 13 in the X datas point -------------- - --- Configuration: 0333-0011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9607255399.277534 - --- Energy: 65.95120166169613 - --- Workload: 633609000000.0 + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 14 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 488 in the X datas point -------------- - --- Configuration: 3303-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9340120487.55429 - --- Energy: 67.3857084084629 - --- Workload: 629393000000.0 + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 93 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 163 in the X datas point -------------- - --- Configuration: 3003-1101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9428892010.8998 - --- Energy: 67.46193459835338 - --- Workload: 636090000000.0 + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 182 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 158 in the X datas point -------------- - --- Configuration: 3303-0111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10225586667.47108 - --- Energy: 73.36262541667716 - --- Workload: 750176000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 113 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 176 in the X datas point -------------- - --- Configuration: 3303-1011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10227751572.005417 - --- Energy: 73.37868558375581 - --- Workload: 750499000000.0 + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 144 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 74 in the X datas point -------------- - --- Configuration: 3333-1101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10947566629.6274 - --- Energy: 79.26313007840331 - --- Workload: 867738000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 175 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point -------------- - --- Configuration: 3333-1111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11523551835.240866 - --- Energy: 83.54140347554512 - --- Workload: 962694000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 14 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 488 in the X datas point -------------- - --- Configuration: 3303-1010 - --- Energy efficiency: 9340120487.55429 - --- Energy: 67.3857084084629 - --- Workload: 629393000000.0 + --- Configuration: 333330-2-3 + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (83.54140347554512 mAh) is far from the median. ---- Median :67.3857084084629, the gap is : 10 ---- So yes we remove this configuration '3333-1111' ---- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0.0, 1, 1, 1, 1] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '0222-1000' +--- The energy of the current configuration (78.84746341771039 mAh) it is NOT far from the median. +--- Median :78.84746341771039, the gap is : 10 +--- So No we don't romove this configuration '222220-2-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '222002-0-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0222-1000' ---- Neighbour 0 in the list of neghbours, And at position 176 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '222002-0-2' +--- Neighbour 0 in the list of neghbours, And at position 177 in the X datas point -------------- - --- Configuration: 0222-1000 + --- Configuration: 222002-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 9969791531.659073 - --- Energy: 42.75164023390624 - --- Workload: 426227000000.0 + --- Energy efficiency: 13620192752.96784 + --- Energy: 65.1406964237598 + --- Workload: 887229000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 664 in the X datas point -------------- - --- Configuration: 0111-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3139835723.7949314 - --- Energy: 40.0701934667281 - --- Workload: 125814000000.0 + --- Configuration: 222002-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13972451913.80674 + --- Energy: 76.4325894344246 + --- Workload: 1067950000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 87 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 36 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6928278461.367919 - --- Energy: 53.6166443408558 - --- Workload: 371471000000.0 + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 92 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 43 in the X datas point -------------- - --- Configuration: 0202-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8895689149.038376 - --- Energy: 48.8428586507307 - --- Workload: 434491000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 94 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 77 in the X datas point -------------- - --- Configuration: 0220-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7282684688.88371 - --- Energy: 43.18443043197562 - --- Workload: 314499000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 133 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 142 in the X datas point -------------- - --- Configuration: 0111-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6681499595.769274 - --- Energy: 37.38840673928198 - --- Workload: 249811000000.0 + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 210 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 169 in the X datas point -------------- - --- Configuration: 0220-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5281811027.365063 - --- Energy: 35.274079340197716 - --- Workload: 186311000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 213 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 189 in the X datas point -------------- - --- Configuration: 0002-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4730794158.415373 - --- Energy: 37.456019446944595 - --- Workload: 177197000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13468757197.367126 + --- Energy: 79.8767027494463 + --- Workload: 1075840000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 229 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 195 in the X datas point -------------- - --- Configuration: 3333-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9705063131.435669 - --- Energy: 64.55329768339193 - --- Workload: 626491000000.0 + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 231 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 249 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7144898542.440698 - --- Energy: 51.89988274563883 - --- Workload: 370819000000.0 + --- Configuration: 333303-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13695515814.21211 + --- Energy: 75.8036384393518 + --- Workload: 1038170000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0222-1000' ---- Neighbour 0 in the list of neghbours, And at position 210 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222002-0-2' +--- Neighbour 0 in the list of neghbours, And at position 36 in the X datas point -------------- - --- Configuration: 0220-2000 + --- Configuration: 110001-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 5281811027.365063 - --- Energy: 35.274079340197716 - --- Workload: 186311000000.0 + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 133 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 177 in the X datas point -------------- - --- Configuration: 0111-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6681499595.769274 - --- Energy: 37.38840673928198 - --- Workload: 249811000000.0 + --- Configuration: 222002-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13620192752.96784 + --- Energy: 65.1406964237598 + --- Workload: 887229000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 213 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 77 in the X datas point -------------- - --- Configuration: 0002-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4730794158.415373 - --- Energy: 37.456019446944595 - --- Workload: 177197000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 169 in the X datas point -------------- - --- Configuration: 0111-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3139835723.7949314 - --- Energy: 40.0701934667281 - --- Workload: 125814000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 176 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 43 in the X datas point -------------- - --- Configuration: 0222-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9969791531.659073 - --- Energy: 42.75164023390624 - --- Workload: 426227000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 94 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 249 in the X datas point -------------- - --- Configuration: 0220-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7282684688.88371 - --- Energy: 43.18443043197562 - --- Workload: 314499000000.0 + --- Configuration: 333303-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13695515814.21211 + --- Energy: 75.8036384393518 + --- Workload: 1038170000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 92 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 664 in the X datas point -------------- - --- Configuration: 0202-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8895689149.038376 - --- Energy: 48.8428586507307 - --- Workload: 434491000000.0 + --- Configuration: 222002-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13972451913.80674 + --- Energy: 76.4325894344246 + --- Workload: 1067950000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 231 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 195 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7144898542.440698 - --- Energy: 51.89988274563883 - --- Workload: 370819000000.0 + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 87 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 142 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6928278461.367919 - --- Energy: 53.6166443408558 - --- Workload: 371471000000.0 + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 229 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 189 in the X datas point -------------- - --- Configuration: 3333-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9705063131.435669 - --- Energy: 64.55329768339193 - --- Workload: 626491000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13468757197.367126 + --- Energy: 79.8767027494463 + --- Workload: 1075840000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 176 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 43 in the X datas point -------------- - --- Configuration: 0222-1000 - --- Energy efficiency: 9969791531.659073 - --- Energy: 42.75164023390624 - --- Workload: 426227000000.0 + --- Configuration: 333033-0-2 + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (42.75164023390624 mAh) it is NOT far from the median. ---- Median :42.75164023390624, the gap is : 10 ---- So No we don't romove this configuration '0222-1000' - --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '2200-2000' +--- The energy of the current configuration (72.52828772049172 mAh) it is NOT far from the median. +--- Median :72.52828772049172, the gap is : 10 +--- So No we don't romove this configuration '222002-0-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 0, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '030330-3-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2200-2000' ---- Neighbour 0 in the list of neghbours, And at position 43 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '030330-3-0' +--- Neighbour 0 in the list of neghbours, And at position 178 in the X datas point -------------- - --- Configuration: 2200-2000 + --- Configuration: 030330-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 177 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 171 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 5065035050.042546 - --- Energy: 35.13598057141005 - --- Workload: 177965000000.0 + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 564 in the X datas point -------------- - --- Configuration: 3300-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11625825142.93952 + --- Energy: 47.58862500100224 + --- Workload: 553257000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 69 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 619 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11927480916.030533 + --- Energy: 57.869084231929165 + --- Workload: 690232000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 174 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 651 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5023055826.242454 - --- Energy: 35.164198939696966 - --- Workload: 176632000000.0 + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11668883754.580038 + --- Energy: 47.396418468531486 + --- Workload: 553063000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 238 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 728 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5231876778.838105 - --- Energy: 35.35979917082616 - --- Workload: 184998000000.0 + --- Configuration: 030330-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11775636443.710691 + --- Energy: 72.65400201940935 + --- Workload: 855547000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 45 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 88 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 134 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 602 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14237408791.59993 + --- Energy: 62.53995293576916 + --- Workload: 890407000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2200-2000' ---- Neighbour 0 in the list of neghbours, And at position 37 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '030330-3-0' +--- Neighbour 0 in the list of neghbours, And at position 45 in the X datas point -------------- - --- Configuration: 2200-0000 + --- Configuration: 030300-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 177 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 651 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 5065035050.042546 - --- Energy: 35.13598057141005 - --- Workload: 177965000000.0 + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11668883754.580038 + --- Energy: 47.396418468531486 + --- Workload: 553063000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 174 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 564 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5023055826.242454 - --- Energy: 35.164198939696966 - --- Workload: 176632000000.0 + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11625825142.93952 + --- Energy: 47.58862500100224 + --- Workload: 553257000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 238 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 178 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5231876778.838105 - --- Energy: 35.35979917082616 - --- Workload: 184998000000.0 + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 69 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 171 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 619 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11927480916.030533 + --- Energy: 57.869084231929165 + --- Workload: 690232000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 88 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 602 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14237408791.59993 + --- Energy: 62.53995293576916 + --- Workload: 890407000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 134 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 728 in the X datas point -------------- - --- Configuration: 3300-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Configuration: 030330-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11775636443.710691 + --- Energy: 72.65400201940935 + --- Workload: 855547000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 69 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 171 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 330330-3-0 + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (36.241340818491324 mAh) it is NOT far from the median. ---- Median :36.241340818491324, the gap is : 10 ---- So No we don't romove this configuration '2200-2000' - --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '0330-0300' +--- The energy of the current configuration (51.7596710203295 mAh) it is NOT far from the median. +--- Median :51.7596710203295, the gap is : 10 +--- So No we don't romove this configuration '030330-3-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 1, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '222022-3-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0330-0300' ---- Neighbour 0 in the list of neghbours, And at position 178 in the X datas point --------------- - --- Configuration: 0330-0300 - --- Distance from that configuration: [1.] - --- Energy efficiency: 5127442585.46165 - --- Energy: 35.649584213611206 - --- Workload: 182791000000.0 --------------- ---- Neighbour 1 in the list of neghbours, And at position 118 in the X datas point --------------- - --- Configuration: 0222-0300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9750580159.519491 - --- Energy: 43.43833566298026 - --- Workload: 423547000000.0 --------------- ---- Neighbour 2 in the list of neghbours, And at position 158 in the X datas point --------------- - --- Configuration: 2220-0300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6002689204.763734 - --- Energy: 36.30048338737668 - --- Workload: 217901000000.0 --------------- ---- Neighbour 3 in the list of neghbours, And at position 23 in the X datas point --------------- - --- Configuration: 3333-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9963434196.49885 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 --------------- ---- Neighbour 4 in the list of neghbours, And at position 28 in the X datas point --------------- - --- Configuration: 3330-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5822958761.806049 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 --------------- ---- Neighbour 5 in the list of neghbours, And at position 129 in the X datas point --------------- - --- Configuration: 0333-0030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8477809334.068076 - --- Energy: 58.764018507515395 - --- Workload: 498189000000.0 --------------- ---- Neighbour 6 in the list of neghbours, And at position 152 in the X datas point --------------- - --- Configuration: 2220-0330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8252186829.509821 - --- Energy: 42.07453960416718 - --- Workload: 347206000000.0 --------------- ---- Neighbour 7 in the list of neghbours, And at position 154 in the X datas point --------------- - --- Configuration: 3330-0030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6057595619.146848 - --- Energy: 36.12486526516549 - --- Workload: 218830000000.0 --------------- ---- Neighbour 8 in the list of neghbours, And at position 186 in the X datas point --------------- - --- Configuration: 0030-2200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6743861400.160503 - --- Energy: 41.3450979000584 - --- Workload: 278825000000.0 --------------- ---- Neighbour 9 in the list of neghbours, And at position 214 in the X datas point --------------- - --- Configuration: 0222-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10575598076.510221 - --- Energy: 50.06110945250575 - --- Workload: 529426000000.0 --------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0330-0300' ---- Neighbour 0 in the list of neghbours, And at position 178 in the X datas point --------------- - --- Configuration: 0330-0300 - --- Distance from that configuration: [1.] - --- Energy efficiency: 5127442585.46165 - --- Energy: 35.649584213611206 - --- Workload: 182791000000.0 --------------- ---- Neighbour 1 in the list of neghbours, And at position 154 in the X datas point --------------- - --- Configuration: 3330-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6057595619.146848 - --- Energy: 36.12486526516549 - --- Workload: 218830000000.0 --------------- ---- Neighbour 2 in the list of neghbours, And at position 158 in the X datas point --------------- - --- Configuration: 2220-0300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6002689204.763734 - --- Energy: 36.30048338737668 - --- Workload: 217901000000.0 --------------- ---- Neighbour 3 in the list of neghbours, And at position 28 in the X datas point --------------- - --- Configuration: 3330-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5822958761.806049 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 --------------- ---- Neighbour 4 in the list of neghbours, And at position 186 in the X datas point --------------- - --- Configuration: 0030-2200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6743861400.160503 - --- Energy: 41.3450979000584 - --- Workload: 278825000000.0 --------------- ---- Neighbour 5 in the list of neghbours, And at position 152 in the X datas point --------------- - --- Configuration: 2220-0330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8252186829.509821 - --- Energy: 42.07453960416718 - --- Workload: 347206000000.0 --------------- ---- Neighbour 6 in the list of neghbours, And at position 118 in the X datas point --------------- - --- Configuration: 0222-0300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9750580159.519491 - --- Energy: 43.43833566298026 - --- Workload: 423547000000.0 --------------- ---- Neighbour 7 in the list of neghbours, And at position 214 in the X datas point --------------- - --- Configuration: 0222-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10575598076.510221 - --- Energy: 50.06110945250575 - --- Workload: 529426000000.0 --------------- ---- Neighbour 8 in the list of neghbours, And at position 129 in the X datas point --------------- - --- Configuration: 0333-0030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8477809334.068076 - --- Energy: 58.764018507515395 - --- Workload: 498189000000.0 --------------- ---- Neighbour 9 in the list of neghbours, And at position 23 in the X datas point --------------- - --- Configuration: 3333-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9963434196.49885 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 --------------- --------------- ---- Median at position 4 in the list of neghbours, And at position 186 in the X datas point --------------- - --- Configuration: 0030-2200 - --- Energy efficiency: 6743861400.160503 - --- Energy: 41.3450979000584 - --- Workload: 278825000000.0 --------------- ---- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (41.3450979000584 mAh) it is NOT far from the median. ---- Median :41.3450979000584, the gap is : 10 ---- So No we don't romove this configuration '0330-0300' - --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '0300-0000' -*** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] - ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] -*** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] - ... - [0.63473642] - [0.48322508] - [0.76130039]] - - [[0.52921334] - [1. ] - [0.48322508] - ... - [0.48322508] - [0.52921334] - [0.48322508]] - - [[0.76130039] - [0.48322508] - [1. ] - ... - [0.57957828] - [0.44123317] - [0.69514393]] - - ... - - [[0.63473642] - [0.48322508] - [0.57957828] - ... - [1. ] - [0.44123317] - [0.57957828]] - - [[0.48322508] - [0.52921334] - [0.44123317] - ... - [0.44123317] - [1. ] - [0.52921334]] - - [[0.76130039] - [0.48322508] - [0.69514393] - ... - [0.57957828] - [0.52921334] - [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0300-0000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '222022-3-3' --- Neighbour 0 in the list of neghbours, And at position 179 in the X datas point -------------- - --- Configuration: 0300-0000 + --- Configuration: 222022-3-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 1047552602.8539523 - --- Energy: 28.209089181571862 - --- Workload: 29550500000.0 + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 37 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2075033200.5312083 - --- Energy: 29.0248902377268 - --- Workload: 60227600000.0 + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 132 in the X datas point -------------- - --- Configuration: 0303-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 142 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 164 in the X datas point -------------- - --- Configuration: 0300-0010 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3550266447.4968843 - --- Energy: 34.61491775303547 - --- Workload: 122892000000.0 + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 342 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 357 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 458 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 504 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 022022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14551380926.049883 + --- Energy: 88.0748025631995 + --- Workload: 1281610000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 594 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 333033-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885404711.826008 + --- Energy: 92.65928549142409 + --- Workload: 1379270000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0300-0000' ---- Neighbour 0 in the list of neghbours, And at position 179 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222022-3-3' +--- Neighbour 0 in the list of neghbours, And at position 164 in the X datas point -------------- - --- Configuration: 0300-0000 + --- Configuration: 111011-3-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 1047552602.8539523 - --- Energy: 28.209089181571862 - --- Workload: 29550500000.0 + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 357 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2075033200.5312083 - --- Energy: 29.0248902377268 - --- Workload: 60227600000.0 + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 504 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 022022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14551380926.049883 + --- Energy: 88.0748025631995 + --- Workload: 1281610000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 132 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 594 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 333033-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885404711.826008 + --- Energy: 92.65928549142409 + --- Workload: 1379270000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 458 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 179 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 142 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 0300-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3550266447.4968843 - --- Energy: 34.61491775303547 - --- Workload: 122892000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 37 in the X datas point -------------- - --- Configuration: 0303-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 342 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 5 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 594 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 333033-3-3 + --- Energy efficiency: 14885404711.826008 + --- Energy: 92.65928549142409 + --- Workload: 1379270000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (29.623247258891045 mAh) it is NOT far from the median. ---- Median :29.623247258891045, the gap is : 10 ---- So No we don't romove this configuration '0300-0000' - --- remove_aberrant_points: The value [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '3030-0110' +--- The energy of the current configuration (92.65928549142409 mAh) it is NOT far from the median. +--- Median :92.65928549142409, the gap is : 10 +--- So No we don't romove this configuration '222022-3-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '333333-0-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3030-0110' +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-0-1' --- Neighbour 0 in the list of neghbours, And at position 180 in the X datas point -------------- - --- Configuration: 3030-0110 + --- Configuration: 333333-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 7504014647.836593 - --- Energy: 41.82593528076137 - --- Workload: 313863000000.0 + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 249 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 92 in the X datas point -------------- - --- Configuration: 3030-0010 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5246589716.684155 - --- Energy: 35.71821214035277 - --- Workload: 187399000000.0 + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 125 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 167 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 126 in the X datas point -------------- - --- Configuration: 2020-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7467367603.572389 - --- Energy: 42.10385161103808 - --- Workload: 314406000000.0 + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 198 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 308 in the X datas point -------------- - --- Configuration: 3033-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8513391564.931638 - --- Energy: 58.43142458623579 - --- Workload: 497450000000.0 + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 199 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 385 in the X datas point -------------- - --- Configuration: 3030-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2117186259.461176 - --- Energy: 28.69675782439391 - --- Workload: 60756400000.0 + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 237 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 483 in the X datas point -------------- - --- Configuration: 3003-0110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8436326823.301135 - --- Energy: 59.49080386456649 - --- Workload: 501884000000.0 + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 489 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 495 in the X datas point -------------- - --- Configuration: 0020-0010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16695549968.1115 + --- Energy: 63.73792434520371 + --- Workload: 1064140000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 6 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3030-0110' ---- Neighbour 0 in the list of neghbours, And at position 199 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-0-1' +--- Neighbour 0 in the list of neghbours, And at position 125 in the X datas point -------------- - --- Configuration: 3030-0000 + --- Configuration: 222222-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 2117186259.461176 - --- Energy: 28.69675782439391 - --- Workload: 60756400000.0 + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 489 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 6 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 249 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 180 in the X datas point -------------- - --- Configuration: 3030-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5246589716.684155 - --- Energy: 35.71821214035277 - --- Workload: 187399000000.0 + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 495 in the X datas point -------------- - --- Configuration: 0020-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16695549968.1115 + --- Energy: 63.73792434520371 + --- Workload: 1064140000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 180 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 385 in the X datas point -------------- - --- Configuration: 3030-0110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7504014647.836593 - --- Energy: 41.82593528076137 - --- Workload: 313863000000.0 + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 167 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 308 in the X datas point -------------- - --- Configuration: 2020-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7467367603.572389 - --- Energy: 42.10385161103808 - --- Workload: 314406000000.0 + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 126 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 198 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 483 in the X datas point -------------- - --- Configuration: 3033-0100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8513391564.931638 - --- Energy: 58.43142458623579 - --- Workload: 497450000000.0 + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 237 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 92 in the X datas point -------------- - --- Configuration: 3003-0110 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8436326823.301135 - --- Energy: 59.49080386456649 - --- Workload: 501884000000.0 + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 6 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 495 in the X datas point -------------- - --- Configuration: 0020-0010 - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Configuration: 333333-1-1 + --- Energy efficiency: 16695549968.1115 + --- Energy: 63.73792434520371 + --- Workload: 1064140000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (36.82601141845538 mAh) it is NOT far from the median. ---- Median :36.82601141845538, the gap is : 10 ---- So No we don't romove this configuration '3030-0110' - --- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1] ---- Computing the list of the 10 first neighbours of '1100-1011' +--- The energy of the current configuration (63.73792434520371 mAh) it is NOT far from the median. +--- Median :63.73792434520371, the gap is : 10 +--- So No we don't romove this configuration '333333-0-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '202222-2-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1100-1011' +--- Ordered by distance, Printing the list of the 10 first neighbours of '202222-2-2' --- Neighbour 0 in the list of neghbours, And at position 181 in the X datas point -------------- - --- Configuration: 1100-1011 + --- Configuration: 202222-2-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 9277212383.22309 - --- Energy: 48.61244404745341 - --- Workload: 450987000000.0 + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 162 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 30 in the X datas point -------------- - --- Configuration: 1100-1001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7522756337.9222145 - --- Energy: 41.562953026807364 - --- Workload: 312668000000.0 + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 219 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 130 in the X datas point -------------- - --- Configuration: 0100-1011 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8993129249.25357 - --- Energy: 47.97458475843469 - --- Workload: 431441000000.0 + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 7 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 554 in the X datas point -------------- - --- Configuration: 1000-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6501654671.113798 - --- Energy: 42.85376093977719 - --- Workload: 278621000000.0 + --- Configuration: 222222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16070659475.582241 + --- Energy: 93.5530302681106 + --- Workload: 1503460000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 649 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 202222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14443499197.66362 + --- Energy: 75.01155662770421 + --- Workload: 1083430000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 9 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 10 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 61 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 13 in the X datas point -------------- - --- Configuration: 0000-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5325891287.907031 - --- Energy: 45.45847467114993 - --- Workload: 242107000000.0 + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 115 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 0110-1001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7487495881.877265 - --- Energy: 41.820066635010036 - --- Workload: 313127000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 161 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 28 in the X datas point -------------- - --- Configuration: 1100-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5236287472.182222 - --- Energy: 35.478097414979636 - --- Workload: 185774000000.0 + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1100-1011' ---- Neighbour 0 in the list of neghbours, And at position 36 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '202222-2-2' +--- Neighbour 0 in the list of neghbours, And at position 130 in the X datas point -------------- - --- Configuration: 1100-0000 + --- Configuration: 202222-2-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 161 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 649 in the X datas point -------------- - --- Configuration: 1100-0020 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5236287472.182222 - --- Energy: 35.478097414979636 - --- Workload: 185774000000.0 + --- Configuration: 202222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14443499197.66362 + --- Energy: 75.01155662770421 + --- Workload: 1083430000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 10 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 13 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 162 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 9 in the X datas point -------------- - --- Configuration: 1100-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7522756337.9222145 - --- Energy: 41.562953026807364 - --- Workload: 312668000000.0 + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 115 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 181 in the X datas point -------------- - --- Configuration: 0110-1001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7487495881.877265 - --- Energy: 41.820066635010036 - --- Workload: 313127000000.0 + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 7 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 30 in the X datas point -------------- - --- Configuration: 1000-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6501654671.113798 - --- Energy: 42.85376093977719 - --- Workload: 278621000000.0 + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 61 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 28 in the X datas point -------------- - --- Configuration: 0000-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5325891287.907031 - --- Energy: 45.45847467114993 - --- Workload: 242107000000.0 + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 219 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 554 in the X datas point -------------- - --- Configuration: 0100-1011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8993129249.25357 - --- Energy: 47.97458475843469 - --- Workload: 431441000000.0 + --- Configuration: 222222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16070659475.582241 + --- Energy: 93.5530302681106 + --- Workload: 1503460000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 181 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 1100-1011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9277212383.22309 - --- Energy: 48.61244404745341 - --- Workload: 450987000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 162 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 9 in the X datas point -------------- - --- Configuration: 1100-1001 - --- Energy efficiency: 7522756337.9222145 - --- Energy: 41.562953026807364 - --- Workload: 312668000000.0 + --- Configuration: 202222-3-3 + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (41.562953026807364 mAh) it is NOT far from the median. ---- Median :41.562953026807364, the gap is : 10 ---- So No we don't romove this configuration '1100-1011' - --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1] ---- Computing the list of the 10 first neighbours of '3303-0111' +--- The energy of the current configuration (84.49044180099274 mAh) it is NOT far from the median. +--- Median :84.49044180099274, the gap is : 10 +--- So No we don't romove this configuration '202222-2-2' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '030330-3-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3303-0111' +--- Ordered by distance, Printing the list of the 10 first neighbours of '030330-3-3' --- Neighbour 0 in the list of neghbours, And at position 182 in the X datas point -------------- - --- Configuration: 3303-0111 + --- Configuration: 030330-3-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 10225586667.47108 - --- Energy: 73.36262541667716 - --- Workload: 750176000000.0 + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 542 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 330330-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12443165840.025682 + --- Energy: 76.18345987594073 + --- Workload: 947963000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 113 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 17 in the X datas point -------------- - --- Configuration: 3303-1011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10227751572.005417 - --- Energy: 73.37868558375581 - --- Workload: 750499000000.0 + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 175 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 67 in the X datas point -------------- - --- Configuration: 3333-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11523551835.240866 - --- Energy: 83.54140347554512 - --- Workload: 962694000000.0 + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 227 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 144 in the X datas point -------------- - --- Configuration: 3300-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7514502990.77219 - --- Energy: 41.92637824781065 - --- Workload: 315055000000.0 + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 237 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 393 in the X datas point -------------- - --- Configuration: 3003-0110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8436326823.301135 - --- Energy: 59.49080386456649 - --- Workload: 501884000000.0 + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 439 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 033330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 14 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 520 in the X datas point -------------- - --- Configuration: 3303-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9340120487.55429 - --- Energy: 67.3857084084629 - --- Workload: 629393000000.0 + --- Configuration: 030300-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13386827094.402565 + --- Energy: 73.31275563806082 + --- Workload: 981425000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 55 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 586 in the X datas point -------------- - --- Configuration: 2002-0101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8950387999.31977 - --- Energy: 47.4541739001796 - --- Workload: 424732000000.0 + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 59 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 692 in the X datas point -------------- - --- Configuration: 3330-1111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9820095844.135439 - --- Energy: 58.230522602615636 - --- Workload: 571832000000.0 + --- Configuration: 033030-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11937034530.259785 + --- Energy: 76.02625566802186 + --- Workload: 907528000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3303-0111' ---- Neighbour 0 in the list of neghbours, And at position 227 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '030330-3-3' +--- Neighbour 0 in the list of neghbours, And at position 520 in the X datas point -------------- - --- Configuration: 3300-0101 + --- Configuration: 030300-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 7514502990.77219 - --- Energy: 41.92637824781065 - --- Workload: 315055000000.0 + --- Energy efficiency: 13386827094.402565 + --- Energy: 73.31275563806082 + --- Workload: 981425000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 55 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 182 in the X datas point -------------- - --- Configuration: 2002-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8950387999.31977 - --- Energy: 47.4541739001796 - --- Workload: 424732000000.0 + --- Configuration: 030330-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 692 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 033030-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11937034530.259785 + --- Energy: 76.02625566802186 + --- Workload: 907528000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 59 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 542 in the X datas point -------------- - --- Configuration: 3330-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9820095844.135439 - --- Energy: 58.230522602615636 - --- Workload: 571832000000.0 + --- Configuration: 330330-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12443165840.025682 + --- Energy: 76.18345987594073 + --- Workload: 947963000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 237 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 67 in the X datas point -------------- - --- Configuration: 3003-0110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8436326823.301135 - --- Energy: 59.49080386456649 - --- Workload: 501884000000.0 + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 144 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 14 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 586 in the X datas point -------------- - --- Configuration: 3303-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9340120487.55429 - --- Energy: 67.3857084084629 - --- Workload: 629393000000.0 + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 182 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 439 in the X datas point -------------- - --- Configuration: 3303-0111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10225586667.47108 - --- Energy: 73.36262541667716 - --- Workload: 750176000000.0 + --- Configuration: 033330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 113 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 17 in the X datas point -------------- - --- Configuration: 3303-1011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10227751572.005417 - --- Energy: 73.37868558375581 - --- Workload: 750499000000.0 + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 175 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 393 in the X datas point -------------- - --- Configuration: 3333-1111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11523551835.240866 - --- Energy: 83.54140347554512 - --- Workload: 962694000000.0 + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 237 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 67 in the X datas point -------------- - --- Configuration: 3003-0110 - --- Energy efficiency: 8436326823.301135 - --- Energy: 59.49080386456649 - --- Workload: 501884000000.0 + --- Configuration: 330330-2-3 + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (73.36262541667716 mAh) is far from the median. ---- Median :59.49080386456649, the gap is : 10 ---- So yes we remove this configuration '3303-0111' ---- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '3003-0220' +--- The energy of the current configuration (78.20736118066493 mAh) it is NOT far from the median. +--- Median :78.20736118066493, the gap is : 10 +--- So No we don't romove this configuration '030330-3-3' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 1, 0, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '222022-0-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3003-0220' +--- Ordered by distance, Printing the list of the 10 first neighbours of '222022-0-0' --- Neighbour 0 in the list of neghbours, And at position 183 in the X datas point -------------- - --- Configuration: 3003-0220 + --- Configuration: 222022-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 8528930131.004368 - --- Energy: 58.99281399223083 - --- Workload: 503147000000.0 + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 232 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 388 in the X datas point -------------- - --- Configuration: 2002-0220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9205560158.335634 - --- Energy: 47.19609116514537 - --- Workload: 434467000000.0 + --- Configuration: 222022-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 237 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 107 in the X datas point -------------- - --- Configuration: 3003-0110 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8436326823.301135 - --- Energy: 59.49080386456649 - --- Workload: 501884000000.0 + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 120 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 149 in the X datas point -------------- - --- Configuration: 3003-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9353836943.914392 - --- Energy: 65.99051868650201 - --- Workload: 617264000000.0 + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 134 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 155 in the X datas point -------------- - --- Configuration: 0033-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8384408354.2244835 - --- Energy: 59.697236073290554 - --- Workload: 500528000000.0 + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 230 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 587 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 222002-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11068387136.763205 + --- Energy: 35.22248964071155 + --- Workload: 389856000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 31 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 724 in the X datas point -------------- - --- Configuration: 3000-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8224428196.629629 - --- Energy: 49.410116578739654 - --- Workload: 406369000000.0 + --- Configuration: 222020-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5766580360.18061 + --- Energy: 28.13171207069184 + --- Workload: 162224000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 49 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 70 in the X datas point -------------- - --- Configuration: 3000-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8354358468.81318 - --- Energy: 64.35822134376 - --- Workload: 537670000000.0 + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 63 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 78 in the X datas point -------------- - --- Configuration: 0002-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4969363871.73078 - --- Energy: 42.2836539731841 - --- Workload: 210123000000.0 + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3003-0220' ---- Neighbour 0 in the list of neghbours, And at position 63 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222022-0-0' +--- Neighbour 0 in the list of neghbours, And at position 70 in the X datas point -------------- - --- Configuration: 0002-0020 + --- Configuration: 110011-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 4969363871.73078 - --- Energy: 42.2836539731841 - --- Workload: 210123000000.0 + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 232 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 724 in the X datas point -------------- - --- Configuration: 2002-0220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9205560158.335634 - --- Energy: 47.19609116514537 - --- Workload: 434467000000.0 + --- Configuration: 222020-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5766580360.18061 + --- Energy: 28.13171207069184 + --- Workload: 162224000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 31 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 149 in the X datas point -------------- - --- Configuration: 3000-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8224428196.629629 - --- Energy: 49.410116578739654 - --- Workload: 406369000000.0 + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 587 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 222002-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11068387136.763205 + --- Energy: 35.22248964071155 + --- Workload: 389856000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 78 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 -------------- --- Neighbour 5 in the list of neghbours, And at position 183 in the X datas point -------------- - --- Configuration: 3003-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8528930131.004368 - --- Energy: 58.99281399223083 - --- Workload: 503147000000.0 + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 237 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 388 in the X datas point -------------- - --- Configuration: 3003-0110 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8436326823.301135 - --- Energy: 59.49080386456649 - --- Workload: 501884000000.0 + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 134 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 230 in the X datas point -------------- - --- Configuration: 0033-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8384408354.2244835 - --- Energy: 59.697236073290554 - --- Workload: 500528000000.0 + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 49 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 155 in the X datas point -------------- - --- Configuration: 3000-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8354358468.81318 - --- Energy: 64.35822134376 - --- Workload: 537670000000.0 + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 120 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 107 in the X datas point -------------- - --- Configuration: 3003-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9353836943.914392 - --- Energy: 65.99051868650201 - --- Workload: 617264000000.0 + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 3 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 78 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 022222-0-0 + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (54.74622776577034 mAh) it is NOT far from the median. ---- Median :54.74622776577034, the gap is : 10 ---- So No we don't romove this configuration '3003-0220' - --- remove_aberrant_points: The value [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 0, 1.0, 0, 1, 0, 1] ---- Computing the list of the 10 first neighbours of '1000-0202' +--- The energy of the current configuration (39.76219318534942 mAh) it is NOT far from the median. +--- Median :39.76219318534942, the gap is : 10 +--- So No we don't romove this configuration '222022-0-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '222000-1-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1000-0202' +--- Ordered by distance, Printing the list of the 10 first neighbours of '222000-1-1' --- Neighbour 0 in the list of neghbours, And at position 184 in the X datas point -------------- - --- Configuration: 1000-0202 + --- Configuration: 222000-1-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 8327920185.212945 - --- Energy: 64.17430044494624 - --- Workload: 534437000000.0 + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 52 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 136 in the X datas point -------------- - --- Configuration: 1101-0202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9914340101.522842 - --- Energy: 65.015157087009 - --- Workload: 644582000000.0 + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 54 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 196 in the X datas point -------------- - --- Configuration: 1001-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7043096708.760907 - --- Energy: 47.6050128004243 - --- Workload: 335286000000.0 + --- Configuration: 222020-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 185 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 234 in the X datas point -------------- - --- Configuration: 1000-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4407169583.478402 - --- Energy: 34.828482821374045 - --- Workload: 153495000000.0 + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 190 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 286 in the X datas point -------------- - --- Configuration: 1000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6563747111.951271 - --- Energy: 40.76551455796704 - --- Workload: 267574000000.0 + --- Configuration: 222000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 224 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 376 in the X datas point -------------- - --- Configuration: 1100-0222 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10065860928.052246 - --- Energy: 83.39866371497797 - --- Workload: 839479000000.0 + --- Configuration: 222200-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13164009072.635054 + --- Energy: 63.2881080327642 + --- Workload: 833125000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 8 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 449 in the X datas point -------------- - --- Configuration: 0020-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8089829466.394849 - --- Energy: 66.44909360627778 - --- Workload: 537560000000.0 + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 450 in the X datas point -------------- - --- Configuration: 1000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 55 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 556 in the X datas point -------------- - --- Configuration: 2002-0101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8950387999.31977 - --- Energy: 47.4541739001796 - --- Workload: 424732000000.0 + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 72 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 628 in the X datas point -------------- - --- Configuration: 1000-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6448575832.027497 - --- Energy: 42.80059101405426 - --- Workload: 276003000000.0 + --- Configuration: 111000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9668281269.638697 + --- Energy: 30.617996362116138 + --- Workload: 296022000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1000-0202' ---- Neighbour 0 in the list of neghbours, And at position 33 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222000-1-1' +--- Neighbour 0 in the list of neghbours, And at position 628 in the X datas point -------------- - --- Configuration: 1000-0000 + --- Configuration: 111000-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Energy efficiency: 9668281269.638697 + --- Energy: 30.617996362116138 + --- Workload: 296022000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 185 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 286 in the X datas point -------------- - --- Configuration: 1000-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4407169583.478402 - --- Energy: 34.828482821374045 - --- Workload: 153495000000.0 + --- Configuration: 222000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 190 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 136 in the X datas point -------------- - --- Configuration: 1000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6563747111.951271 - --- Energy: 40.76551455796704 - --- Workload: 267574000000.0 + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 72 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 450 in the X datas point -------------- - --- Configuration: 1000-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6448575832.027497 - --- Energy: 42.80059101405426 - --- Workload: 276003000000.0 + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 55 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 184 in the X datas point -------------- - --- Configuration: 2002-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8950387999.31977 - --- Energy: 47.4541739001796 - --- Workload: 424732000000.0 + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 54 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 234 in the X datas point -------------- - --- Configuration: 1001-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7043096708.760907 - --- Energy: 47.6050128004243 - --- Workload: 335286000000.0 + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 184 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 556 in the X datas point -------------- - --- Configuration: 1000-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8327920185.212945 - --- Energy: 64.17430044494624 - --- Workload: 534437000000.0 + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 52 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 196 in the X datas point -------------- - --- Configuration: 1101-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9914340101.522842 - --- Energy: 65.015157087009 - --- Workload: 644582000000.0 + --- Configuration: 222020-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 8 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 449 in the X datas point -------------- - --- Configuration: 0020-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8089829466.394849 - --- Energy: 66.44909360627778 - --- Workload: 537560000000.0 + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 224 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 376 in the X datas point -------------- - --- Configuration: 1100-0222 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10065860928.052246 - --- Energy: 83.39866371497797 - --- Workload: 839479000000.0 + --- Configuration: 222200-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13164009072.635054 + --- Energy: 63.2881080327642 + --- Workload: 833125000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 55 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 184 in the X datas point -------------- - --- Configuration: 2002-0101 - --- Energy efficiency: 8950387999.31977 - --- Energy: 47.4541739001796 - --- Workload: 424732000000.0 + --- Configuration: 222000-1-1 + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (64.17430044494624 mAh) is far from the median. ---- Median :47.4541739001796, the gap is : 10 ---- So yes we remove this configuration '1000-0202' ---- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 1.0, 0, 1, 0, 1] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '1000-0100' +--- The energy of the current configuration (37.8409560260374 mAh) it is NOT far from the median. +--- Median :37.8409560260374, the gap is : 10 +--- So No we don't romove this configuration '222000-1-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 0, 0, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '333333-1-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1000-0100' ---- Neighbour 0 in the list of neghbours, And at position 185 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-1-3' +--- Neighbour 0 in the list of neghbours, And at position 99 in the X datas point -------------- - --- Configuration: 1000-0100 + --- Configuration: 333333-1-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 4407169583.478402 - --- Energy: 34.828482821374045 - --- Workload: 153495000000.0 + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 185 in the X datas point -------------- - --- Configuration: 1000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Configuration: 333333-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 72 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 487 in the X datas point -------------- - --- Configuration: 1000-1100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6448575832.027497 - --- Energy: 42.80059101405426 - --- Workload: 276003000000.0 + --- Configuration: 333333-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 215 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 332 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 475 in the X datas point -------------- - --- Configuration: 2000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 481 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 333330-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 494 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 80 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 497 in the X datas point -------------- - --- Configuration: 2002-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7245431755.278297 - --- Energy: 42.016301664202444 - --- Workload: 304426000000.0 + --- Configuration: 033333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14463386659.839949 + --- Energy: 82.92589585237724 + --- Workload: 1199390000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1000-0100' ---- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-1-3' +--- Neighbour 0 in the list of neghbours, And at position 481 in the X datas point -------------- - --- Configuration: 2000-0000 + --- Configuration: 333330-1-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 497 in the X datas point -------------- - --- Configuration: 1000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Configuration: 033333-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14463386659.839949 + --- Energy: 82.92589585237724 + --- Workload: 1199390000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 332 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Configuration: 222222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 475 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 487 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 215 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 185 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 494 in the X datas point -------------- - --- Configuration: 1000-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4407169583.478402 - --- Energy: 34.828482821374045 - --- Workload: 153495000000.0 + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 80 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 99 in the X datas point -------------- - --- Configuration: 2002-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7245431755.278297 - --- Energy: 42.016301664202444 - --- Workload: 304426000000.0 + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 72 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 185 in the X datas point -------------- - --- Configuration: 1000-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6448575832.027497 - --- Energy: 42.80059101405426 - --- Workload: 276003000000.0 + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 36 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 487 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 333333-1-3 + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (30.059275323795035 mAh) it is NOT far from the median. ---- Median :30.059275323795035, the gap is : 10 ---- So No we don't romove this configuration '1000-0100' - --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '0030-2200' +--- The energy of the current configuration (97.3671383278909 mAh) is far from the median. +--- Median :86.40713429401492, the gap is : 10 +--- So yes we remove this configuration '333333-1-3' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '101011-3-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0030-2200' +--- Ordered by distance, Printing the list of the 10 first neighbours of '101011-3-1' --- Neighbour 0 in the list of neghbours, And at position 186 in the X datas point -------------- - --- Configuration: 0030-2200 + --- Configuration: 101011-3-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 6743861400.160503 - --- Energy: 41.3450979000584 - --- Workload: 278825000000.0 + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 89 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 193 in the X datas point -------------- - --- Configuration: 0030-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4809102669.532892 - --- Energy: 35.93660318178646 - --- Workload: 172823000000.0 + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 102 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 544 in the X datas point -------------- - --- Configuration: 0033-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8336042547.16116 - --- Energy: 59.96771726749321 - --- Workload: 499893000000.0 + --- Configuration: 202022-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 71 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 549 in the X datas point -------------- - --- Configuration: 3000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6519117311.516021 - --- Energy: 42.79271109577192 - --- Workload: 278971000000.0 + --- Configuration: 101011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13990494857.793615 + --- Energy: 77.57621667528683 + --- Workload: 1085330000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 112 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 0020-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4244013818.5089927 - --- Energy: 35.41951635507749 - --- Workload: 150321000000.0 + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 124 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 41 in the X datas point -------------- - --- Configuration: 0020-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8376542330.856669 - --- Energy: 48.301162810596125 - --- Workload: 404596000000.0 + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 131 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 0020-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6670179627.937381 - --- Energy: 41.85807704041302 - --- Workload: 279201000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 215 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 73 in the X datas point -------------- - --- Configuration: 3030-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5441732647.675019 - --- Energy: 35.287807273153724 - --- Workload: 192027000000.0 + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 1 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 93 in the X datas point -------------- - --- Configuration: 0033-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 97 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0030-2200' ---- Neighbour 0 in the list of neghbours, And at position 5 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '101011-3-1' +--- Neighbour 0 in the list of neghbours, And at position 73 in the X datas point -------------- - --- Configuration: 0030-0000 + --- Configuration: 101111-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 215 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 41 in the X datas point -------------- - --- Configuration: 3030-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5441732647.675019 - --- Energy: 35.287807273153724 - --- Workload: 192027000000.0 + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 112 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 193 in the X datas point -------------- - --- Configuration: 0020-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4244013818.5089927 - --- Energy: 35.41951635507749 - --- Workload: 150321000000.0 + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 89 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 0030-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4809102669.532892 - --- Energy: 35.93660318178646 - --- Workload: 172823000000.0 + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 186 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 0030-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6743861400.160503 - --- Energy: 41.3450979000584 - --- Workload: 278825000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 131 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 186 in the X datas point -------------- - --- Configuration: 0020-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6670179627.937381 - --- Energy: 41.85807704041302 - --- Workload: 279201000000.0 + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 71 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 93 in the X datas point -------------- - --- Configuration: 3000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6519117311.516021 - --- Energy: 42.79271109577192 - --- Workload: 278971000000.0 + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 124 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 97 in the X datas point -------------- - --- Configuration: 0020-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8376542330.856669 - --- Energy: 48.301162810596125 - --- Workload: 404596000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 1 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 544 in the X datas point -------------- - --- Configuration: 0033-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Configuration: 202022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 102 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 549 in the X datas point -------------- - --- Configuration: 0033-2200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8336042547.16116 - --- Energy: 59.96771726749321 - --- Workload: 499893000000.0 + --- Configuration: 101011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13990494857.793615 + --- Energy: 77.57621667528683 + --- Workload: 1085330000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 186 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 0030-2200 - --- Energy efficiency: 6743861400.160503 - --- Energy: 41.3450979000584 - --- Workload: 278825000000.0 + --- Configuration: 111111-3-1 + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (41.3450979000584 mAh) it is NOT far from the median. ---- Median :41.3450979000584, the gap is : 10 ---- So No we don't romove this configuration '0030-2200' - --- remove_aberrant_points: The value [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1] ---- Computing the list of the 10 first neighbours of '0202-0001' +--- The energy of the current configuration (67.49357382359369 mAh) it is NOT far from the median. +--- Median :67.49357382359369, the gap is : 10 +--- So No we don't romove this configuration '101011-3-1' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '033033-2-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0202-0001' +--- Ordered by distance, Printing the list of the 10 first neighbours of '033033-2-2' --- Neighbour 0 in the list of neghbours, And at position 187 in the X datas point -------------- - --- Configuration: 0202-0001 + --- Configuration: 033033-2-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 7543867590.03606 - --- Energy: 40.37867051197721 - --- Workload: 304611000000.0 + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 92 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 151 in the X datas point -------------- - --- Configuration: 0202-1001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8895689149.038376 - --- Energy: 48.8428586507307 - --- Workload: 434491000000.0 + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 258 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 270 in the X datas point -------------- - --- Configuration: 0303-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 136 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 351 in the X datas point -------------- - --- Configuration: 0003-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5256269415.345153 - --- Energy: 45.78293727571249 - --- Workload: 240648000000.0 + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 200 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 375 in the X datas point -------------- - --- Configuration: 0111-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6254338947.644929 - --- Energy: 35.98594879953233 - --- Workload: 225068000000.0 + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 211 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 96 in the X datas point -------------- - --- Configuration: 0303-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8479966080.135679 - --- Energy: 59.193870361299275 - --- Workload: 501963000000.0 + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 117 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 129 in the X datas point -------------- - --- Configuration: 0003-1001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6806147312.252427 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 135 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0202-0001' ---- Neighbour 0 in the list of neghbours, And at position 37 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '033033-2-2' +--- Neighbour 0 in the list of neghbours, And at position 270 in the X datas point -------------- - --- Configuration: 2200-0000 + --- Configuration: 033033-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 200 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 96 in the X datas point -------------- - --- Configuration: 0111-0001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6254338947.644929 - --- Energy: 35.98594879953233 - --- Workload: 225068000000.0 + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 187 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 258 in the X datas point -------------- - --- Configuration: 0202-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7543867590.03606 - --- Energy: 40.37867051197721 - --- Workload: 304611000000.0 + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 135 in the X datas point -------------- - --- Configuration: 0303-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 136 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 351 in the X datas point -------------- - --- Configuration: 0003-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5256269415.345153 - --- Energy: 45.78293727571249 - --- Workload: 240648000000.0 + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 92 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 151 in the X datas point -------------- - --- Configuration: 0202-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8895689149.038376 - --- Energy: 48.8428586507307 - --- Workload: 434491000000.0 + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 187 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 129 in the X datas point -------------- - --- Configuration: 0003-1001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6806147312.252427 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 211 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 375 in the X datas point -------------- - --- Configuration: 0303-1001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8479966080.135679 - --- Energy: 59.193870361299275 - --- Workload: 501963000000.0 + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 136 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 351 in the X datas point -------------- - --- Configuration: 0003-0001 - --- Energy efficiency: 5256269415.345153 - --- Energy: 45.78293727571249 - --- Workload: 240648000000.0 + --- Configuration: 033033-1-2 + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (45.78293727571249 mAh) it is NOT far from the median. ---- Median :45.78293727571249, the gap is : 10 ---- So No we don't romove this configuration '0202-0001' - --- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 1.0, 0, 0, 0, 1] ---- Computing the list of the 10 first neighbours of '0333-0002' +--- The energy of the current configuration (94.0135655715655 mAh) is far from the median. +--- Median :83.3035486563878, the gap is : 10 +--- So yes we remove this configuration '033033-2-2' +--- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 1, 2.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '330303-3-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0333-0002' +--- Ordered by distance, Printing the list of the 10 first neighbours of '330303-3-1' --- Neighbour 0 in the list of neghbours, And at position 188 in the X datas point -------------- - --- Configuration: 0333-0002 + --- Configuration: 330303-3-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 8955437741.79682 - --- Energy: 70.26399021141525 - --- Workload: 629243000000.0 + --- Energy efficiency: 14509155276.979774 + --- Energy: 74.9403190398345 + --- Workload: 1087320000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 220 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 367 in the X datas point -------------- - --- Configuration: 0330-0002 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6611526535.36175 - --- Energy: 47.579797377976384 - --- Workload: 314575000000.0 + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 106 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 604 in the X datas point -------------- - --- Configuration: 0333-0011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9607255399.277534 - --- Energy: 65.95120166169613 - --- Workload: 633609000000.0 + --- Configuration: 330003-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13533264764.791859 + --- Energy: 73.38859474562628 + --- Workload: 993187000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 189 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 12 in the X datas point -------------- - --- Configuration: 3333-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9681573061.991112 - --- Energy: 64.59775499830239 - --- Workload: 625410000000.0 + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 68 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 134 in the X datas point -------------- - --- Configuration: 3333-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 138 in the X datas point -------------- - --- Configuration: 0303-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 95 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 160 in the X datas point -------------- - --- Configuration: 3003-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7595205906.032112 - --- Energy: 65.80063109114849 - --- Workload: 499771000000.0 + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 129 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 485 in the X datas point -------------- - --- Configuration: 0333-0030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8477809334.068076 - --- Energy: 58.764018507515395 - --- Workload: 498189000000.0 + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 136 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 577 in the X datas point -------------- - --- Configuration: 0003-0001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5256269415.345153 - --- Energy: 45.78293727571249 - --- Workload: 240648000000.0 + --- Configuration: 330303-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14185463588.042788 + --- Energy: 62.03120341832688 + --- Workload: 879941000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0333-0002' ---- Neighbour 0 in the list of neghbours, And at position 56 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '330303-3-1' +--- Neighbour 0 in the list of neghbours, And at position 577 in the X datas point -------------- - --- Configuration: 0303-0000 + --- Configuration: 330303-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 + --- Energy efficiency: 14185463588.042788 + --- Energy: 62.03120341832688 + --- Workload: 879941000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 136 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 134 in the X datas point -------------- - --- Configuration: 0003-0001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5256269415.345153 - --- Energy: 45.78293727571249 - --- Workload: 240648000000.0 + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 220 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 485 in the X datas point -------------- - --- Configuration: 0330-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6611526535.36175 - --- Energy: 47.579797377976384 - --- Workload: 314575000000.0 + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 129 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 604 in the X datas point -------------- - --- Configuration: 0333-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8477809334.068076 - --- Energy: 58.764018507515395 - --- Workload: 498189000000.0 + --- Configuration: 330003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13533264764.791859 + --- Energy: 73.38859474562628 + --- Workload: 993187000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 188 in the X datas point -------------- - --- Configuration: 3333-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Configuration: 330303-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14509155276.979774 + --- Energy: 74.9403190398345 + --- Workload: 1087320000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 160 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 189 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 367 in the X datas point -------------- - --- Configuration: 3333-0001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9681573061.991112 - --- Energy: 64.59775499830239 - --- Workload: 625410000000.0 + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 95 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 68 in the X datas point -------------- - --- Configuration: 3003-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7595205906.032112 - --- Energy: 65.80063109114849 - --- Workload: 499771000000.0 + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 106 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 138 in the X datas point -------------- - --- Configuration: 0333-0011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9607255399.277534 - --- Energy: 65.95120166169613 - --- Workload: 633609000000.0 + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 188 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 12 in the X datas point -------------- - --- Configuration: 0333-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8955437741.79682 - --- Energy: 70.26399021141525 - --- Workload: 629243000000.0 + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 21 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 188 in the X datas point -------------- - --- Configuration: 3333-0000 - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Configuration: 330303-3-1 + --- Energy efficiency: 14509155276.979774 + --- Energy: 74.9403190398345 + --- Workload: 1087320000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (70.26399021141525 mAh) is far from the median. ---- Median :59.045602086542516, the gap is : 10 ---- So yes we remove this configuration '0333-0002' ---- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 1.0, 0, 0, 0, 1] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1] ---- Computing the list of the 10 first neighbours of '3333-0001' +--- The energy of the current configuration (74.9403190398345 mAh) it is NOT far from the median. +--- Median :74.9403190398345, the gap is : 10 +--- So No we don't romove this configuration '330303-3-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '333033-0-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3333-0001' ---- Neighbour 0 in the list of neghbours, And at position 189 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '333033-0-2' +--- Neighbour 0 in the list of neghbours, And at position 43 in the X datas point -------------- - --- Configuration: 3333-0001 + --- Configuration: 333033-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 9681573061.991112 - --- Energy: 64.59775499830239 - --- Workload: 625410000000.0 + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 77 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 189 in the X datas point -------------- - --- Configuration: 3333-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13468757197.367126 + --- Energy: 79.8767027494463 + --- Workload: 1075840000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 14 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 106 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 401 in the X datas point -------------- - --- Configuration: 0333-0011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9607255399.277534 - --- Energy: 65.95120166169613 - --- Workload: 633609000000.0 + --- Configuration: 330033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12619618206.070793 + --- Energy: 80.8971097844968 + --- Workload: 1020890000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 144 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 483 in the X datas point -------------- - --- Configuration: 3333-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10947566629.6274 - --- Energy: 79.26313007840331 - --- Workload: 867738000000.0 + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 159 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 3330-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8262619084.997563 - --- Energy: 42.07329975259821 - --- Workload: 347637000000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 188 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 105 in the X datas point -------------- - --- Configuration: 0333-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8955437741.79682 - --- Energy: 70.26399021141525 - --- Workload: 629243000000.0 + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 229 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 142 in the X datas point -------------- - --- Configuration: 3333-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9705063131.435669 - --- Energy: 64.55329768339193 - --- Workload: 626491000000.0 + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 169 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3333-0001' ---- Neighbour 0 in the list of neghbours, And at position 19 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333033-0-2' +--- Neighbour 0 in the list of neghbours, And at position 14 in the X datas point -------------- - --- Configuration: 3300-0000 + --- Configuration: 333030-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 77 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 159 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 169 in the X datas point -------------- - --- Configuration: 3330-0101 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8262619084.997563 - --- Energy: 42.07329975259821 - --- Workload: 347637000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 43 in the X datas point -------------- - --- Configuration: 3333-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 483 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 229 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 142 in the X datas point -------------- - --- Configuration: 3333-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9705063131.435669 - --- Energy: 64.55329768339193 - --- Workload: 626491000000.0 + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 -------------- --- Neighbour 6 in the list of neghbours, And at position 189 in the X datas point -------------- - --- Configuration: 3333-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9681573061.991112 - --- Energy: 64.59775499830239 - --- Workload: 625410000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13468757197.367126 + --- Energy: 79.8767027494463 + --- Workload: 1075840000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 106 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 401 in the X datas point -------------- - --- Configuration: 0333-0011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9607255399.277534 - --- Energy: 65.95120166169613 - --- Workload: 633609000000.0 + --- Configuration: 330033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12619618206.070793 + --- Energy: 80.8971097844968 + --- Workload: 1020890000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 188 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 105 in the X datas point -------------- - --- Configuration: 0333-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8955437741.79682 - --- Energy: 70.26399021141525 - --- Workload: 629243000000.0 + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 144 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 3333-1101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10947566629.6274 - --- Energy: 79.26313007840331 - --- Workload: 867738000000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 11 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 483 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 333333-0-2 + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (59.94594005320708 mAh) it is NOT far from the median. ---- Median :59.94594005320708, the gap is : 10 ---- So No we don't romove this configuration '3333-0001' - --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '1000-2200' +--- The energy of the current configuration (76.85298501974917 mAh) it is NOT far from the median. +--- Median :76.85298501974917, the gap is : 10 +--- So No we don't romove this configuration '333033-0-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '030033-2-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1000-2200' +--- Ordered by distance, Printing the list of the 10 first neighbours of '030033-2-3' --- Neighbour 0 in the list of neghbours, And at position 190 in the X datas point -------------- - --- Configuration: 1000-2200 + --- Configuration: 030033-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 6563747111.951271 - --- Energy: 40.76551455796704 - --- Workload: 267574000000.0 + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 72 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 17 in the X datas point -------------- - --- Configuration: 1000-1100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6448575832.027497 - --- Energy: 42.80059101405426 - --- Workload: 276003000000.0 + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 73 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 187 in the X datas point -------------- - --- Configuration: 2000-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6539495281.754154 - --- Energy: 42.61363347008094 - --- Workload: 278672000000.0 + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 336 in the X datas point -------------- - --- Configuration: 0000-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 25 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 354 in the X datas point -------------- - --- Configuration: 0000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5789616901.049658 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Configuration: 330033-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13506559460.602041 + --- Energy: 80.9473075242288 + --- Workload: 1093320000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 355 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 47 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 491 in the X datas point -------------- - --- Configuration: 1001-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 69 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 606 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 020002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13321042451.498085 + --- Energy: 83.10239746504709 + --- Workload: 1107010000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 76 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 639 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3331046015.069652 - --- Energy: 35.40657570372512 - --- Workload: 117941000000.0 + --- Configuration: 330033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14337678127.72864 + --- Energy: 96.1514888870947 + --- Workload: 1378590000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 78 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 652 in the X datas point -------------- - --- Configuration: 1001-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9166575000.916658 - --- Energy: 50.735447078258076 - --- Workload: 465069000000.0 + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1000-2200' ---- Neighbour 0 in the list of neghbours, And at position 76 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '030033-2-3' +--- Neighbour 0 in the list of neghbours, And at position 355 in the X datas point -------------- - --- Configuration: 0000-2000 + --- Configuration: 333033-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 3331046015.069652 - --- Energy: 35.40657570372512 - --- Workload: 117941000000.0 + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 69 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 354 in the X datas point -------------- - --- Configuration: 2000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4153496621.1304984 - --- Energy: 36.241340818491324 - --- Workload: 150528000000.0 + --- Configuration: 330033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13506559460.602041 + --- Energy: 80.9473075242288 + --- Workload: 1093320000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 606 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 020002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13321042451.498085 + --- Energy: 83.10239746504709 + --- Workload: 1107010000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 47 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 652 in the X datas point -------------- - --- Configuration: 1001-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 190 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 491 in the X datas point -------------- - --- Configuration: 1000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6563747111.951271 - --- Energy: 40.76551455796704 - --- Workload: 267574000000.0 + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 25 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 190 in the X datas point -------------- - --- Configuration: 0000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5789616901.049658 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 17 in the X datas point -------------- - --- Configuration: 0000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 73 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 187 in the X datas point -------------- - --- Configuration: 2000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6539495281.754154 - --- Energy: 42.61363347008094 - --- Workload: 278672000000.0 + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 72 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 639 in the X datas point -------------- - --- Configuration: 1000-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6448575832.027497 - --- Energy: 42.80059101405426 - --- Workload: 276003000000.0 + --- Configuration: 330033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14337678127.72864 + --- Energy: 96.1514888870947 + --- Workload: 1378590000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 78 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 336 in the X datas point -------------- - --- Configuration: 1001-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9166575000.916658 - --- Energy: 50.735447078258076 - --- Workload: 465069000000.0 + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 190 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 491 in the X datas point -------------- - --- Configuration: 1000-2200 - --- Energy efficiency: 6563747111.951271 - --- Energy: 40.76551455796704 - --- Workload: 267574000000.0 + --- Configuration: 033033-1-3 + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (40.76551455796704 mAh) it is NOT far from the median. ---- Median :40.76551455796704, the gap is : 10 ---- So No we don't romove this configuration '1000-2200' - --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '1100-3000' +--- The energy of the current configuration (87.73797792788814 mAh) it is NOT far from the median. +--- Median :87.73797792788814, the gap is : 10 +--- So No we don't romove this configuration '030033-2-3' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 0, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '333333-3-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1100-3000' ---- Neighbour 0 in the list of neghbours, And at position 191 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-3-3' +--- Neighbour 0 in the list of neghbours, And at position 53 in the X datas point -------------- - --- Configuration: 1100-3000 + --- Configuration: 333333-3-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 5338401255.591975 - --- Energy: 35.023609845408956 - --- Workload: 186970000000.0 + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 139 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 101 in the X datas point -------------- - --- Configuration: 0100-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4292324465.390988 - --- Energy: 34.94046355190528 - --- Workload: 149976000000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 24 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 191 in the X datas point -------------- - --- Configuration: 0000-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3307720550.5370083 - --- Energy: 35.59789292409111 - --- Workload: 117748000000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 310 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 17270333243.662476 + --- Energy: 123.82321 + --- Workload: 2138468100000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 105 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 1101-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6788174999.151478 - --- Energy: 36.70897651674008 - --- Workload: 249187000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 177 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5065035050.042546 - --- Energy: 35.13598057141005 - --- Workload: 177965000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 217 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 214 in the X datas point -------------- - --- Configuration: 1100-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9132169894.888725 - --- Energy: 48.617857913878716 - --- Workload: 443986000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 242 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 342 in the X datas point -------------- - --- Configuration: 2200-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7549106940.648921 - --- Energy: 41.72057827645338 - --- Workload: 314953000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 25 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 393 in the X datas point -------------- - --- Configuration: 0000-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5789616901.049658 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 47 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 503 in the X datas point -------------- - --- Configuration: 1001-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15380805677.362993 + --- Energy: 101.44390963131458 + --- Workload: 1560290000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1100-3000' ---- Neighbour 0 in the list of neghbours, And at position 139 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-3-3' +--- Neighbour 0 in the list of neghbours, And at position 53 in the X datas point -------------- - --- Configuration: 0100-3000 + --- Configuration: 333333-3-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 4292324465.390988 - --- Energy: 34.94046355190528 - --- Workload: 149976000000.0 + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 191 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 1100-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5338401255.591975 - --- Energy: 35.023609845408956 - --- Workload: 186970000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 177 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 393 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5065035050.042546 - --- Energy: 35.13598057141005 - --- Workload: 177965000000.0 + --- Configuration: 033333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 24 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 0000-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3307720550.5370083 - --- Energy: 35.59789292409111 - --- Workload: 117748000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 105 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 342 in the X datas point -------------- - --- Configuration: 1101-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6788174999.151478 - --- Energy: 36.70897651674008 - --- Workload: 249187000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 191 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 47 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 503 in the X datas point -------------- - --- Configuration: 1001-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15380805677.362993 + --- Energy: 101.44390963131458 + --- Workload: 1560290000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 242 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 101 in the X datas point -------------- - --- Configuration: 2200-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7549106940.648921 - --- Energy: 41.72057827645338 - --- Workload: 314953000000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 25 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 214 in the X datas point -------------- - --- Configuration: 0000-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5789616901.049658 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 217 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 310 in the X datas point -------------- - --- Configuration: 1100-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9132169894.888725 - --- Energy: 48.617857913878716 - --- Workload: 443986000000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17270333243.662476 + --- Energy: 123.82321 + --- Workload: 2138468100000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 105 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 342 in the X datas point -------------- - --- Configuration: 1101-2000 - --- Energy efficiency: 6788174999.151478 - --- Energy: 36.70897651674008 - --- Workload: 249187000000.0 + --- Configuration: 222222-3-3 + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (36.70897651674008 mAh) it is NOT far from the median. ---- Median :36.70897651674008, the gap is : 10 ---- So No we don't romove this configuration '1100-3000' - --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1] ---- Computing the list of the 10 first neighbours of '0020-1111' +--- The energy of the current configuration (98.71806225531626 mAh) it is NOT far from the median. +--- Median :98.71806225531626, the gap is : 10 +--- So No we don't romove this configuration '333333-3-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '333333-1-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0020-1111' +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-1-0' --- Neighbour 0 in the list of neghbours, And at position 192 in the X datas point -------------- - --- Configuration: 0020-1111 + --- Configuration: 333333-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 10017249703.99027 - --- Energy: 53.486611373072236 - --- Workload: 535789000000.0 + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 157 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 81 in the X datas point -------------- - --- Configuration: 0022-1111 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 11384996168.94879 - --- Energy: 60.652013004669556 - --- Workload: 690523000000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 209 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 92 in the X datas point -------------- - --- Configuration: 0022-1111 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 11525411226.672567 - --- Energy: 59.99293901124158 - --- Workload: 691443000000.0 + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 124 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 210 in the X datas point -------------- - --- Configuration: 0020-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8376542330.856669 - --- Energy: 48.301162810596125 - --- Workload: 404596000000.0 + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 131 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 236 in the X datas point -------------- - --- Configuration: 0020-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6670179627.937381 - --- Energy: 41.85807704041302 - --- Workload: 279201000000.0 + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 196 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 261 in the X datas point -------------- - --- Configuration: 0000-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9945201937.325336 - --- Energy: 53.14600789669191 - --- Workload: 528549000000.0 + --- Configuration: 333330-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 308 in the X datas point -------------- - --- Configuration: 0020-0010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 8 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 349 in the X datas point -------------- - --- Configuration: 0020-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8089829466.394849 - --- Energy: 66.44909360627778 - --- Workload: 537560000000.0 + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 360 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 59 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 363 in the X datas point -------------- - --- Configuration: 3330-1111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9820095844.135439 - --- Energy: 58.230522602615636 - --- Workload: 571832000000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0020-1111' ---- Neighbour 0 in the list of neghbours, And at position 6 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-1-0' +--- Neighbour 0 in the list of neghbours, And at position 261 in the X datas point -------------- - --- Configuration: 0020-0010 + --- Configuration: 333330-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 131 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 363 in the X datas point -------------- - --- Configuration: 0020-1100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6670179627.937381 - --- Energy: 41.85807704041302 - --- Workload: 279201000000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 124 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 81 in the X datas point -------------- - --- Configuration: 0020-2220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8376542330.856669 - --- Energy: 48.301162810596125 - --- Workload: 404596000000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 210 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 196 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 308 in the X datas point -------------- - --- Configuration: 0000-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9945201937.325336 - --- Energy: 53.14600789669191 - --- Workload: 528549000000.0 + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 -------------- --- Neighbour 5 in the list of neghbours, And at position 192 in the X datas point -------------- - --- Configuration: 0020-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10017249703.99027 - --- Energy: 53.486611373072236 - --- Workload: 535789000000.0 + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 59 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 360 in the X datas point -------------- - --- Configuration: 3330-1111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9820095844.135439 - --- Energy: 58.230522602615636 - --- Workload: 571832000000.0 + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 209 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 92 in the X datas point -------------- - --- Configuration: 0022-1111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11525411226.672567 - --- Energy: 59.99293901124158 - --- Workload: 691443000000.0 + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 157 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 236 in the X datas point -------------- - --- Configuration: 0022-1111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11384996168.94879 - --- Energy: 60.652013004669556 - --- Workload: 690523000000.0 + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 8 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 349 in the X datas point -------------- - --- Configuration: 0020-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8089829466.394849 - --- Energy: 66.44909360627778 - --- Workload: 537560000000.0 + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 196 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 308 in the X datas point -------------- - --- Configuration: 0000-1111 - --- Energy efficiency: 9945201937.325336 - --- Energy: 53.14600789669191 - --- Workload: 528549000000.0 + --- Configuration: 333333-0-0 + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (53.14600789669191 mAh) it is NOT far from the median. ---- Median :53.14600789669191, the gap is : 10 ---- So No we don't romove this configuration '0020-1111' - --- remove_aberrant_points: The value [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1] ---- Computing the list of the 10 first neighbours of '3030-1101' +--- The energy of the current configuration (64.35313 mAh) it is NOT far from the median. +--- Median :64.35313, the gap is : 10 +--- So No we don't romove this configuration '333333-1-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '101011-3-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3030-1101' +--- Ordered by distance, Printing the list of the 10 first neighbours of '101011-3-0' --- Neighbour 0 in the list of neghbours, And at position 193 in the X datas point -------------- - --- Configuration: 3030-1101 + --- Configuration: 101011-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 9152396555.037937 - --- Energy: 48.568093302538465 - --- Workload: 444514000000.0 + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 150 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 41 in the X datas point -------------- - --- Configuration: 3030-1001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8447801037.389967 - --- Energy: 43.884169684615244 - --- Workload: 370724000000.0 + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 59 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 73 in the X datas point -------------- - --- Configuration: 3330-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9820095844.135439 - --- Energy: 58.230522602615636 - --- Workload: 571832000000.0 + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 186 in the X datas point -------------- - --- Configuration: 3030-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4306298392.02818 - --- Energy: 43.625602385234735 - --- Workload: 187865000000.0 + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 70 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 276 in the X datas point -------------- - --- Configuration: 3000-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6443423519.784533 - --- Energy: 43.3608751201712 - --- Workload: 279393000000.0 + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 93 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 567 in the X datas point -------------- - --- Configuration: 3003-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9428892010.8998 - --- Energy: 67.46193459835338 - --- Workload: 636090000000.0 + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 116 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 657 in the X datas point -------------- - --- Configuration: 3330-2202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10286076355.602003 - --- Energy: 84.88778487940925 - --- Workload: 873162000000.0 + --- Configuration: 202022-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14577046981.822424 + --- Energy: 55.92467118019403 + --- Workload: 815217000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 144 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 753 in the X datas point -------------- - --- Configuration: 3333-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10947566629.6274 - --- Energy: 79.26313007840331 - --- Workload: 867738000000.0 + --- Configuration: 101010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5716180219.729967 + --- Energy: 13.04299789746687 + --- Workload: 74556000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 148 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 366 in the X datas point -------------- - --- Configuration: 3030-2002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8823477508.95583 - --- Energy: 65.30338482528335 - --- Workload: 576204000000.0 + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 159 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 381 in the X datas point -------------- - --- Configuration: 3330-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8262619084.997563 - --- Energy: 42.07329975259821 - --- Workload: 347637000000.0 + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3030-1101' ---- Neighbour 0 in the list of neghbours, And at position 159 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '101011-3-0' +--- Neighbour 0 in the list of neghbours, And at position 753 in the X datas point -------------- - --- Configuration: 3330-0101 + --- Configuration: 101010-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 8262619084.997563 - --- Energy: 42.07329975259821 - --- Workload: 347637000000.0 + --- Energy efficiency: 5716180219.729967 + --- Energy: 13.04299789746687 + --- Workload: 74556000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 70 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 276 in the X datas point -------------- - --- Configuration: 3000-1100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6443423519.784533 - --- Energy: 43.3608751201712 - --- Workload: 279393000000.0 + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 366 in the X datas point -------------- - --- Configuration: 3030-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4306298392.02818 - --- Energy: 43.625602385234735 - --- Workload: 187865000000.0 + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 150 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 381 in the X datas point -------------- - --- Configuration: 3030-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8447801037.389967 - --- Energy: 43.884169684615244 - --- Workload: 370724000000.0 + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 193 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 73 in the X datas point -------------- - --- Configuration: 3030-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9152396555.037937 - --- Energy: 48.568093302538465 - --- Workload: 444514000000.0 + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 59 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 567 in the X datas point -------------- - --- Configuration: 3330-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9820095844.135439 - --- Energy: 58.230522602615636 - --- Workload: 571832000000.0 + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 148 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 657 in the X datas point -------------- - --- Configuration: 3030-2002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8823477508.95583 - --- Energy: 65.30338482528335 - --- Workload: 576204000000.0 + --- Configuration: 202022-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14577046981.822424 + --- Energy: 55.92467118019403 + --- Workload: 815217000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 93 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 41 in the X datas point -------------- - --- Configuration: 3003-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9428892010.8998 - --- Energy: 67.46193459835338 - --- Workload: 636090000000.0 + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 144 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 193 in the X datas point -------------- - --- Configuration: 3333-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10947566629.6274 - --- Energy: 79.26313007840331 - --- Workload: 867738000000.0 + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 116 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 186 in the X datas point -------------- - --- Configuration: 3330-2202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10286076355.602003 - --- Energy: 84.88778487940925 - --- Workload: 873162000000.0 + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 193 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 73 in the X datas point -------------- - --- Configuration: 3030-1101 - --- Energy efficiency: 9152396555.037937 - --- Energy: 48.568093302538465 - --- Workload: 444514000000.0 + --- Configuration: 101111-3-0 + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (48.568093302538465 mAh) it is NOT far from the median. ---- Median :48.568093302538465, the gap is : 10 ---- So No we don't romove this configuration '3030-1101' - --- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1] ---- Computing the list of the 10 first neighbours of '0002-0111' +--- The energy of the current configuration (53.93709917505446 mAh) it is NOT far from the median. +--- Median :53.93709917505446, the gap is : 10 +--- So No we don't romove this configuration '101011-3-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '333033-1-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0002-0111' +--- Ordered by distance, Printing the list of the 10 first neighbours of '333033-1-1' --- Neighbour 0 in the list of neghbours, And at position 194 in the X datas point -------------- - --- Configuration: 0002-0111 + --- Configuration: 333033-1-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 9116518219.361662 - --- Energy: 51.19519895467268 - --- Workload: 466724000000.0 + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 92 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 55 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 96 in the X datas point -------------- - --- Configuration: 2002-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8950387999.31977 - --- Energy: 47.4541739001796 - --- Workload: 424732000000.0 + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 157 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 135 in the X datas point -------------- - --- Configuration: 0022-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11384996168.94879 - --- Energy: 60.652013004669556 - --- Workload: 690523000000.0 + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 209 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 495 in the X datas point -------------- - --- Configuration: 0022-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11525411226.672567 - --- Energy: 59.99293901124158 - --- Workload: 691443000000.0 + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16695549968.1115 + --- Energy: 63.73792434520371 + --- Workload: 1064140000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 241 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 588 in the X datas point -------------- - --- Configuration: 2002-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11245140693.577787 - --- Energy: 59.880442963642075 - --- Workload: 673364000000.0 + --- Configuration: 330033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14150676402.332033 + --- Energy: 65.34824041069513 + --- Workload: 924722000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 63 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 0002-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4969363871.73078 - --- Energy: 42.2836539731841 - --- Workload: 210123000000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 80 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 43 in the X datas point -------------- - --- Configuration: 2002-0100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7245431755.278297 - --- Energy: 42.016301664202444 - --- Workload: 304426000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 136 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 62 in the X datas point -------------- - --- Configuration: 0003-0001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5256269415.345153 - --- Energy: 45.78293727571249 - --- Workload: 240648000000.0 + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 149 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 77 in the X datas point -------------- - --- Configuration: 0033-0011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8411277841.329655 - --- Energy: 59.541753106093076 - --- Workload: 500822000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0002-0111' ---- Neighbour 0 in the list of neghbours, And at position 80 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333033-1-1' +--- Neighbour 0 in the list of neghbours, And at position 495 in the X datas point -------------- - --- Configuration: 2002-0100 + --- Configuration: 333333-1-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 7245431755.278297 - --- Energy: 42.016301664202444 - --- Workload: 304426000000.0 + --- Energy efficiency: 16695549968.1115 + --- Energy: 63.73792434520371 + --- Workload: 1064140000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 63 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 588 in the X datas point -------------- - --- Configuration: 0002-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4969363871.73078 - --- Energy: 42.2836539731841 - --- Workload: 210123000000.0 + --- Configuration: 330033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14150676402.332033 + --- Energy: 65.34824041069513 + --- Workload: 924722000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 136 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 96 in the X datas point -------------- - --- Configuration: 0003-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5256269415.345153 - --- Energy: 45.78293727571249 - --- Workload: 240648000000.0 + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 55 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 77 in the X datas point -------------- - --- Configuration: 2002-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8950387999.31977 - --- Energy: 47.4541739001796 - --- Workload: 424732000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 43 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 -------------- --- Neighbour 5 in the list of neghbours, And at position 194 in the X datas point -------------- - --- Configuration: 0002-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9116518219.361662 - --- Energy: 51.19519895467268 - --- Workload: 466724000000.0 + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 149 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 62 in the X datas point -------------- - --- Configuration: 0033-0011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8411277841.329655 - --- Energy: 59.541753106093076 - --- Workload: 500822000000.0 + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 241 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 92 in the X datas point -------------- - --- Configuration: 2002-1111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11245140693.577787 - --- Energy: 59.880442963642075 - --- Workload: 673364000000.0 + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 209 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 135 in the X datas point -------------- - --- Configuration: 0022-1111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11525411226.672567 - --- Energy: 59.99293901124158 - --- Workload: 691443000000.0 + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 157 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 0022-1111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11384996168.94879 - --- Energy: 60.652013004669556 - --- Workload: 690523000000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 10 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 43 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 333033-0-2 + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (50.74428137607953 mAh) it is NOT far from the median. ---- Median :50.74428137607953, the gap is : 10 ---- So No we don't romove this configuration '0002-0111' - --- remove_aberrant_points: The value [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '1011-0330' +--- The energy of the current configuration (72.52828772049172 mAh) it is NOT far from the median. +--- Median :72.52828772049172, the gap is : 10 +--- So No we don't romove this configuration '333033-1-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '222202-1-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1011-0330' +--- Ordered by distance, Printing the list of the 10 first neighbours of '222202-1-2' --- Neighbour 0 in the list of neghbours, And at position 195 in the X datas point -------------- - --- Configuration: 1011-0330 + --- Configuration: 222202-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 8886756067.432705 - --- Energy: 42.76899541535147 - --- Workload: 380079000000.0 + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 252 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10000990098.019703 - --- Energy: 50.66357196918862 - --- Workload: 506686000000.0 + --- Configuration: 222202-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 156 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 29 in the X datas point -------------- - --- Configuration: 2022-0330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10619025470.794495 - --- Energy: 49.81557674440745 - --- Workload: 528993000000.0 + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 206 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 165 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10558457958.332102 - --- Energy: 49.51707772839275 - --- Workload: 522824000000.0 + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 108 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 274 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8871225293.637558 - --- Energy: 42.90551410725298 - --- Workload: 380626000000.0 + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 169 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 376 in the X datas point -------------- - --- Configuration: 1111-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10965958375.4152 - --- Energy: 49.989818506242955 - --- Workload: 548186000000.0 + --- Configuration: 222200-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13164009072.635054 + --- Energy: 63.2881080327642 + --- Workload: 833125000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 197 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 394 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8938627384.378855 - --- Energy: 42.547359911496315 - --- Workload: 380315000000.0 + --- Configuration: 222202-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14354884321.164698 + --- Energy: 82.7028685460665 + --- Workload: 1187190000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 225 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 530 in the X datas point -------------- - --- Configuration: 1001-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9487576019.202854 - --- Energy: 49.10228531809563 - --- Workload: 465862000000.0 + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15452391953.012367 + --- Energy: 81.35830423904434 + --- Workload: 1257180000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 664 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 222002-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13972451913.80674 + --- Energy: 76.4325894344246 + --- Workload: 1067950000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 0022-0030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7249844128.351241 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1011-0330' ---- Neighbour 0 in the list of neghbours, And at position 12 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222202-1-2' +--- Neighbour 0 in the list of neghbours, And at position 274 in the X datas point -------------- - --- Configuration: 0022-0030 + --- Configuration: 222222-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 7249844128.351241 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 197 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 376 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8938627384.378855 - --- Energy: 42.547359911496315 - --- Workload: 380315000000.0 + --- Configuration: 222200-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13164009072.635054 + --- Energy: 63.2881080327642 + --- Workload: 833125000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 195 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 252 in the X datas point -------------- - --- Configuration: 1011-0330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8886756067.432705 - --- Energy: 42.76899541535147 - --- Workload: 380079000000.0 + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 108 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 165 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8871225293.637558 - --- Energy: 42.90551410725298 - --- Workload: 380626000000.0 + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 225 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 664 in the X datas point -------------- - --- Configuration: 1001-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9487576019.202854 - --- Energy: 49.10228531809563 - --- Workload: 465862000000.0 + --- Configuration: 222002-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13972451913.80674 + --- Energy: 76.4325894344246 + --- Workload: 1067950000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 206 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 195 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10558457958.332102 - --- Energy: 49.51707772839275 - --- Workload: 522824000000.0 + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 156 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 530 in the X datas point -------------- - --- Configuration: 2022-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10619025470.794495 - --- Energy: 49.81557674440745 - --- Workload: 528993000000.0 + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15452391953.012367 + --- Energy: 81.35830423904434 + --- Workload: 1257180000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 169 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 394 in the X datas point -------------- - --- Configuration: 1111-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10965958375.4152 - --- Energy: 49.989818506242955 - --- Workload: 548186000000.0 + --- Configuration: 222202-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14354884321.164698 + --- Energy: 82.7028685460665 + --- Workload: 1187190000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 29 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10000990098.019703 - --- Energy: 50.66357196918862 - --- Workload: 506686000000.0 + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 225 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 664 in the X datas point -------------- - --- Configuration: 1001-3330 - --- Energy efficiency: 9487576019.202854 - --- Energy: 49.10228531809563 - --- Workload: 465862000000.0 + --- Configuration: 222002-1-2 + --- Energy efficiency: 13972451913.80674 + --- Energy: 76.4325894344246 + --- Workload: 1067950000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (49.10228531809563 mAh) it is NOT far from the median. ---- Median :49.10228531809563, the gap is : 10 ---- So No we don't romove this configuration '1011-0330' - --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1] ---- Computing the list of the 10 first neighbours of '0000-1111' +--- The energy of the current configuration (76.4325894344246 mAh) it is NOT far from the median. +--- Median :76.4325894344246, the gap is : 10 +--- So No we don't romove this configuration '222202-1-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '222020-2-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0000-1111' +--- Ordered by distance, Printing the list of the 10 first neighbours of '222020-2-1' --- Neighbour 0 in the list of neghbours, And at position 196 in the X datas point -------------- - --- Configuration: 0000-1111 + --- Configuration: 222020-2-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 9945201937.325336 - --- Energy: 53.14600789669191 - --- Workload: 528549000000.0 + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 61 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 50 in the X datas point -------------- - --- Configuration: 0000-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5325891287.907031 - --- Energy: 45.45847467114993 - --- Workload: 242107000000.0 + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 192 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 248 in the X datas point -------------- - --- Configuration: 0020-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10017249703.99027 - --- Energy: 53.486611373072236 - --- Workload: 535789000000.0 + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 219 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 745 in the X datas point -------------- - --- Configuration: 0100-1011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8993129249.25357 - --- Energy: 47.97458475843469 - --- Workload: 431441000000.0 + --- Configuration: 222020-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5816929591.88422 + --- Energy: 13.02862273430083 + --- Workload: 75786600000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 7 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 19 in the X datas point -------------- - --- Configuration: 1000-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6501654671.113798 - --- Energy: 42.85376093977719 - --- Workload: 278621000000.0 + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 62 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 93 in the X datas point -------------- - --- Configuration: 0001-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6336774201.724871 - --- Energy: 45.652440385434886 - --- Workload: 289290000000.0 + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 72 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 100 in the X datas point -------------- - --- Configuration: 1000-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6448575832.027497 - --- Energy: 42.80059101405426 - --- Workload: 276003000000.0 + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 75 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 135 in the X datas point -------------- - --- Configuration: 0000-1000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 136 in the X datas point -------------- - --- Configuration: 0000-2200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0000-1111' ---- Neighbour 0 in the list of neghbours, And at position 75 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222020-2-1' +--- Neighbour 0 in the list of neghbours, And at position 745 in the X datas point -------------- - --- Configuration: 0000-1000 + --- Configuration: 222020-2-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Energy efficiency: 5816929591.88422 + --- Energy: 13.02862273430083 + --- Workload: 75786600000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 136 in the X datas point -------------- - --- Configuration: 0000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 72 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point -------------- - --- Configuration: 1000-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6448575832.027497 - --- Energy: 42.80059101405426 - --- Workload: 276003000000.0 + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 7 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 248 in the X datas point -------------- - --- Configuration: 1000-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6501654671.113798 - --- Energy: 42.85376093977719 - --- Workload: 278621000000.0 + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 61 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 100 in the X datas point -------------- - --- Configuration: 0000-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5325891287.907031 - --- Energy: 45.45847467114993 - --- Workload: 242107000000.0 + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 62 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 196 in the X datas point -------------- - --- Configuration: 0001-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6336774201.724871 - --- Energy: 45.652440385434886 - --- Workload: 289290000000.0 + --- Configuration: 222020-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 219 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 50 in the X datas point -------------- - --- Configuration: 0100-1011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8993129249.25357 - --- Energy: 47.97458475843469 - --- Workload: 431441000000.0 + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 196 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 93 in the X datas point -------------- - --- Configuration: 0000-1111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9945201937.325336 - --- Energy: 53.14600789669191 - --- Workload: 528549000000.0 + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 192 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 135 in the X datas point -------------- - --- Configuration: 0020-1111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10017249703.99027 - --- Energy: 53.486611373072236 - --- Workload: 535789000000.0 + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 61 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 100 in the X datas point -------------- - --- Configuration: 0000-1010 - --- Energy efficiency: 5325891287.907031 - --- Energy: 45.45847467114993 - --- Workload: 242107000000.0 + --- Configuration: 011010-2-1 + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (45.45847467114993 mAh) it is NOT far from the median. ---- Median :45.45847467114993, the gap is : 10 ---- So No we don't romove this configuration '0000-1111' - --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0] ---- Computing the list of the 10 first neighbours of '1011-3030' +--- The energy of the current configuration (54.7592147928153 mAh) it is NOT far from the median. +--- Median :54.7592147928153, the gap is : 10 +--- So No we don't romove this configuration '222020-2-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '001101-2-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1011-3030' ---- Neighbour 0 in the list of neghbours, And at position 108 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '001101-2-2' +--- Neighbour 0 in the list of neghbours, And at position 197 in the X datas point -------------- - --- Configuration: 1011-3030 + --- Configuration: 001101-2-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 8871225293.637558 - --- Energy: 42.90551410725298 - --- Workload: 380626000000.0 + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 197 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 10 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [1.] - --- Energy efficiency: 8938627384.378855 - --- Energy: 42.547359911496315 - --- Workload: 380315000000.0 + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 108 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10000990098.019703 - --- Energy: 50.66357196918862 - --- Workload: 506686000000.0 + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 206 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 256 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10558457958.332102 - --- Energy: 49.51707772839275 - --- Workload: 522824000000.0 + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 218 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 320 in the X datas point -------------- - --- Configuration: 1001-3030 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7964637011.668193 - --- Energy: 42.24457921399078 - --- Workload: 336462000000.0 + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15067865666.964005 + --- Energy: 86.55908372523825 + --- Workload: 1304260000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 111 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 362 in the X datas point -------------- - --- Configuration: 0011-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6806981239.9597025 - --- Energy: 35.94259902860859 - --- Workload: 244660000000.0 + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 127 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 416 in the X datas point -------------- - --- Configuration: 2020-3030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7529950377.627011 - --- Energy: 41.87227309237855 - --- Workload: 315295000000.0 + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 169 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 516 in the X datas point -------------- - --- Configuration: 1111-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10965958375.4152 - --- Energy: 49.989818506242955 - --- Workload: 548186000000.0 + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14984708105.378462 + --- Energy: 87.20829086123818 + --- Workload: 1306790000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 195 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 541 in the X datas point -------------- - --- Configuration: 1011-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8886756067.432705 - --- Energy: 42.76899541535147 - --- Workload: 380079000000.0 + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 225 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 559 in the X datas point -------------- - --- Configuration: 1001-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9487576019.202854 - --- Energy: 49.10228531809563 - --- Workload: 465862000000.0 + --- Configuration: 001101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13683428410.355072 + --- Energy: 37.45828346692664 + --- Workload: 512558000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1011-3030' ---- Neighbour 0 in the list of neghbours, And at position 111 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '001101-2-2' +--- Neighbour 0 in the list of neghbours, And at position 559 in the X datas point -------------- - --- Configuration: 0011-3000 + --- Configuration: 001101-1-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 6806981239.9597025 - --- Energy: 35.94259902860859 - --- Workload: 244660000000.0 + --- Energy efficiency: 13683428410.355072 + --- Energy: 37.45828346692664 + --- Workload: 512558000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 127 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 541 in the X datas point -------------- - --- Configuration: 2020-3030 - --- Distance from that configuration: [1.] - --- Energy efficiency: 7529950377.627011 - --- Energy: 41.87227309237855 - --- Workload: 315295000000.0 + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 218 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 108 in the X datas point -------------- - --- Configuration: 1001-3030 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7964637011.668193 - --- Energy: 42.24457921399078 - --- Workload: 336462000000.0 + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 -------------- --- Neighbour 3 in the list of neghbours, And at position 197 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8938627384.378855 - --- Energy: 42.547359911496315 - --- Workload: 380315000000.0 + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 195 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 256 in the X datas point -------------- - --- Configuration: 1011-0330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8886756067.432705 - --- Energy: 42.76899541535147 - --- Workload: 380079000000.0 + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 108 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 10 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8871225293.637558 - --- Energy: 42.90551410725298 - --- Workload: 380626000000.0 + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 225 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 362 in the X datas point -------------- - --- Configuration: 1001-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9487576019.202854 - --- Energy: 49.10228531809563 - --- Workload: 465862000000.0 + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 206 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 416 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10558457958.332102 - --- Energy: 49.51707772839275 - --- Workload: 522824000000.0 + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 169 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 320 in the X datas point -------------- - --- Configuration: 1111-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10965958375.4152 - --- Energy: 49.989818506242955 - --- Workload: 548186000000.0 + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15067865666.964005 + --- Energy: 86.55908372523825 + --- Workload: 1304260000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 516 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10000990098.019703 - --- Energy: 50.66357196918862 - --- Workload: 506686000000.0 + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14984708105.378462 + --- Energy: 87.20829086123818 + --- Workload: 1306790000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 195 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 256 in the X datas point -------------- - --- Configuration: 1011-0330 - --- Energy efficiency: 8886756067.432705 - --- Energy: 42.76899541535147 - --- Workload: 380079000000.0 + --- Configuration: 001011-2-2 + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (42.76899541535147 mAh) it is NOT far from the median. ---- Median :42.76899541535147, the gap is : 10 ---- So No we don't romove this configuration '1011-3030' - --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '3033-0100' +--- The energy of the current configuration (73.393325791739 mAh) it is NOT far from the median. +--- Median :73.393325791739, the gap is : 10 +--- So No we don't romove this configuration '001101-2-2' + --- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '111111-2-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3033-0100' ---- Neighbour 0 in the list of neghbours, And at position 198 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-2-1' +--- Neighbour 0 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 3033-0100 + --- Configuration: 111111-2-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 8513391564.931638 - --- Energy: 58.43142458623579 - --- Workload: 497450000000.0 + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 3333-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 80 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 198 in the X datas point -------------- - --- Configuration: 2002-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7245431755.278297 - --- Energy: 42.016301664202444 - --- Workload: 304426000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 180 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 3030-0110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7504014647.836593 - --- Energy: 41.82593528076137 - --- Workload: 313863000000.0 + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 199 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 3030-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2117186259.461176 - --- Energy: 28.69675782439391 - --- Workload: 60756400000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 237 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 97 in the X datas point -------------- - --- Configuration: 3003-0110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8436326823.301135 - --- Energy: 59.49080386456649 - --- Workload: 501884000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 104 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 119 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 145 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 212 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3033-0100' ---- Neighbour 0 in the list of neghbours, And at position 199 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-2-1' +--- Neighbour 0 in the list of neghbours, And at position 145 in the X datas point -------------- - --- Configuration: 3030-0000 + --- Configuration: 111111-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 2117186259.461176 - --- Energy: 28.69675782439391 - --- Workload: 60756400000.0 + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 212 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 011111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 119 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 101111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 180 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 3030-0110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7504014647.836593 - --- Energy: 41.82593528076137 - --- Workload: 313863000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 80 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 2002-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7245431755.278297 - --- Energy: 42.016301664202444 - --- Workload: 304426000000.0 + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 198 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 198 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 3033-0100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8513391564.931638 - --- Energy: 58.43142458623579 - --- Workload: 497450000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 97 in the X datas point -------------- - --- Configuration: 3333-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 237 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 104 in the X datas point -------------- - --- Configuration: 3003-0110 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8436326823.301135 - --- Energy: 59.49080386456649 - --- Workload: 501884000000.0 + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 180 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 3030-0110 - --- Energy efficiency: 7504014647.836593 - --- Energy: 41.82593528076137 - --- Workload: 313863000000.0 + --- Configuration: 111111-2-1 + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (58.43142458623579 mAh) is far from the median. ---- Median :41.82593528076137, the gap is : 10 ---- So yes we remove this configuration '3033-0100' ---- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '3030-0000' +--- The energy of the current configuration (58.6922029582491 mAh) it is NOT far from the median. +--- Median :58.6922029582491, the gap is : 10 +--- So No we don't romove this configuration '111111-2-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '222222-1-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3030-0000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-1-1' --- Neighbour 0 in the list of neghbours, And at position 199 in the X datas point -------------- - --- Configuration: 3030-0000 + --- Configuration: 222222-1-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 2117186259.461176 - --- Energy: 28.69675782439391 - --- Workload: 60756400000.0 + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 81 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 92 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 125 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 274 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 275 in the X datas point -------------- - --- Configuration: 3030-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4306298392.02818 - --- Energy: 43.625602385234735 - --- Workload: 187865000000.0 + --- Configuration: 022222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 249 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 341 in the X datas point -------------- - --- Configuration: 3030-0010 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5246589716.684155 - --- Energy: 35.71821214035277 - --- Workload: 187399000000.0 + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 363 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 473 in the X datas point -------------- - --- Configuration: 3333-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Configuration: 222222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16028749164.501448 + --- Energy: 76.22620686685552 + --- Workload: 1221810000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 489 in the X datas point -------------- - --- Configuration: 2000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3030-0000' ---- Neighbour 0 in the list of neghbours, And at position 199 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-1-1' +--- Neighbour 0 in the list of neghbours, And at position 275 in the X datas point -------------- - --- Configuration: 3030-0000 + --- Configuration: 022222-1-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 2117186259.461176 - --- Energy: 28.69675782439391 - --- Workload: 60756400000.0 + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 274 in the X datas point -------------- - --- Configuration: 2000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 341 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 363 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 81 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 125 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 489 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 249 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 199 in the X datas point -------------- - --- Configuration: 3030-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5246589716.684155 - --- Energy: 35.71821214035277 - --- Workload: 187399000000.0 + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 473 in the X datas point -------------- - --- Configuration: 3030-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4306298392.02818 - --- Energy: 43.625602385234735 - --- Workload: 187865000000.0 + --- Configuration: 222222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16028749164.501448 + --- Energy: 76.22620686685552 + --- Workload: 1221810000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 92 in the X datas point -------------- - --- Configuration: 3333-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 5 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 81 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 222222-1-0 + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (29.623247258891045 mAh) it is NOT far from the median. ---- Median :29.623247258891045, the gap is : 10 ---- So No we don't romove this configuration '3030-0000' - --- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1] ---- Computing the list of the 10 first neighbours of '0111-0001' +--- The energy of the current configuration (48.4114598927455 mAh) it is NOT far from the median. +--- Median :48.4114598927455, the gap is : 10 +--- So No we don't romove this configuration '222222-1-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 1, 0, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '101110-0-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0111-0001' +--- Ordered by distance, Printing the list of the 10 first neighbours of '101110-0-3' --- Neighbour 0 in the list of neghbours, And at position 200 in the X datas point -------------- - --- Configuration: 0111-0001 + --- Configuration: 101110-0-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 6254338947.644929 - --- Energy: 35.98594879953233 - --- Workload: 225068000000.0 + --- Energy efficiency: 10569718390.992908 + --- Energy: 73.6624240556838 + --- Workload: 778591000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 253 in the X datas point -------------- - --- Configuration: 0111-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3139835723.7949314 - --- Energy: 40.0701934667281 - --- Workload: 125814000000.0 + --- Configuration: 101111-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12089851778.417196 + --- Energy: 58.0655432702143 + --- Workload: 702004000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 53 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 16 in the X datas point -------------- - --- Configuration: 0011-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2745412415.8531094 - --- Energy: 29.5448803510097 - --- Workload: 81112900000.0 + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 67 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 22 in the X datas point -------------- - --- Configuration: 0110-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6145261695.969323 - --- Energy: 51.31617435224532 - --- Workload: 315351000000.0 + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 96 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 35 in the X datas point -------------- - --- Configuration: 1111-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9080672696.233337 - --- Energy: 45.44863666563364 - --- Workload: 412706000000.0 + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 115 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 120 in the X datas point -------------- - --- Configuration: 0110-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7487495881.877265 - --- Energy: 41.820066635010036 - --- Workload: 313127000000.0 + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 138 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 175 in the X datas point -------------- - --- Configuration: 1111-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8622547962.923044 - --- Energy: 48.5763010995366 - --- Workload: 418853000000.0 + --- Configuration: 202220-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12108149995.762148 + --- Energy: 54.4639625494408 + --- Workload: 659458000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 187 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 323 in the X datas point -------------- - --- Configuration: 0202-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7543867590.03606 - --- Energy: 40.37867051197721 - --- Workload: 304611000000.0 + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 201 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 352 in the X datas point -------------- - --- Configuration: 0011-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2780233650.836016 - --- Energy: 29.193550568943994 - --- Workload: 81165000000.0 + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11831169215.2977 + --- Energy: 61.61278385319 + --- Workload: 728951000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 747 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 101100-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5792903692.976104 + --- Energy: 13.162529333531099 + --- Workload: 76249300000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0111-0001' ---- Neighbour 0 in the list of neghbours, And at position 201 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '101110-0-3' +--- Neighbour 0 in the list of neghbours, And at position 747 in the X datas point -------------- - --- Configuration: 0011-0000 + --- Configuration: 101100-1-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 2780233650.836016 - --- Energy: 29.193550568943994 - --- Workload: 81165000000.0 + --- Energy efficiency: 5792903692.976104 + --- Energy: 13.162529333531099 + --- Workload: 76249300000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 53 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 120 in the X datas point -------------- - --- Configuration: 0011-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2745412415.8531094 - --- Energy: 29.5448803510097 - --- Workload: 81112900000.0 + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 200 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 175 in the X datas point -------------- - --- Configuration: 0111-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6254338947.644929 - --- Energy: 35.98594879953233 - --- Workload: 225068000000.0 + --- Configuration: 202220-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12108149995.762148 + --- Energy: 54.4639625494408 + --- Workload: 659458000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 253 in the X datas point -------------- - --- Configuration: 0111-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3139835723.7949314 - --- Energy: 40.0701934667281 - --- Workload: 125814000000.0 + --- Configuration: 101111-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12089851778.417196 + --- Energy: 58.0655432702143 + --- Workload: 702004000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 187 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 352 in the X datas point -------------- - --- Configuration: 0202-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7543867590.03606 - --- Energy: 40.37867051197721 - --- Workload: 304611000000.0 + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11831169215.2977 + --- Energy: 61.61278385319 + --- Workload: 728951000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 115 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 35 in the X datas point -------------- - --- Configuration: 0110-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7487495881.877265 - --- Energy: 41.820066635010036 - --- Workload: 313127000000.0 + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 96 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 22 in the X datas point -------------- - --- Configuration: 1111-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9080672696.233337 - --- Energy: 45.44863666563364 - --- Workload: 412706000000.0 + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 138 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 200 in the X datas point -------------- - --- Configuration: 1111-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8622547962.923044 - --- Energy: 48.5763010995366 - --- Workload: 418853000000.0 + --- Configuration: 101110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10569718390.992908 + --- Energy: 73.6624240556838 + --- Workload: 778591000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 323 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 67 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 16 in the X datas point -------------- - --- Configuration: 0110-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6145261695.969323 - --- Energy: 51.31617435224532 - --- Workload: 315351000000.0 + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 187 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 352 in the X datas point -------------- - --- Configuration: 0202-0001 - --- Energy efficiency: 7543867590.03606 - --- Energy: 40.37867051197721 - --- Workload: 304611000000.0 + --- Configuration: 222220-0-3 + --- Energy efficiency: 11831169215.2977 + --- Energy: 61.61278385319 + --- Workload: 728951000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (40.37867051197721 mAh) it is NOT far from the median. ---- Median :40.37867051197721, the gap is : 10 ---- So No we don't romove this configuration '0111-0001' - --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '0011-0000' +--- The energy of the current configuration (73.6624240556838 mAh) is far from the median. +--- Median :61.61278385319, the gap is : 10 +--- So yes we remove this configuration '101110-0-3' +--- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1, 0, 0.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '300033-2-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0011-0000' ---- Neighbour 0 in the list of neghbours, And at position 53 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '300033-2-1' +--- Neighbour 0 in the list of neghbours, And at position 201 in the X datas point -------------- - --- Configuration: 0011-0000 + --- Configuration: 300033-2-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 2745412415.8531094 - --- Energy: 29.5448803510097 - --- Workload: 81112900000.0 + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 201 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 223 in the X datas point -------------- - --- Configuration: 0011-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 2780233650.836016 - --- Energy: 29.193550568943994 - --- Workload: 81165000000.0 + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 31 in the X datas point -------------- - --- Configuration: 0111-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3139835723.7949314 - --- Energy: 40.0701934667281 - --- Workload: 125814000000.0 + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 129 in the X datas point -------------- - --- Configuration: 0011-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 135 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 174 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 220022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 322 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 101 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 364 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6807769026.0124855 - --- Energy: 36.74164741869377 - --- Workload: 250128000000.0 + --- Configuration: 000033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 200 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 390 in the X datas point -------------- - --- Configuration: 0111-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6254338947.644929 - --- Energy: 35.98594879953233 - --- Workload: 225068000000.0 + --- Configuration: 200222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15542938143.76907 + --- Energy: 66.2043614748613 + --- Workload: 1029010000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 205 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 588 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6759862639.591164 - --- Energy: 36.90475887640218 - --- Workload: 249471000000.0 + --- Configuration: 330033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14150676402.332033 + --- Energy: 65.34824041069513 + --- Workload: 924722000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0011-0000' ---- Neighbour 0 in the list of neghbours, And at position 201 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '300033-2-1' +--- Neighbour 0 in the list of neghbours, And at position 364 in the X datas point -------------- - --- Configuration: 0011-0000 + --- Configuration: 000033-1-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 2780233650.836016 - --- Energy: 29.193550568943994 - --- Workload: 81165000000.0 + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 53 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 588 in the X datas point -------------- - --- Configuration: 0011-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 2745412415.8531094 - --- Energy: 29.5448803510097 - --- Workload: 81112900000.0 + --- Configuration: 330033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14150676402.332033 + --- Energy: 65.34824041069513 + --- Workload: 924722000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 390 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Configuration: 200222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15542938143.76907 + --- Energy: 66.2043614748613 + --- Workload: 1029010000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 174 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 220022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 201 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 200 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 135 in the X datas point -------------- - --- Configuration: 0111-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6254338947.644929 - --- Energy: 35.98594879953233 - --- Workload: 225068000000.0 + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 101 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 223 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6807769026.0124855 - --- Energy: 36.74164741869377 - --- Workload: 250128000000.0 + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 205 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 31 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6759862639.591164 - --- Energy: 36.90475887640218 - --- Workload: 249471000000.0 + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 48 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 322 in the X datas point -------------- - --- Configuration: 0111-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3139835723.7949314 - --- Energy: 40.0701934667281 - --- Workload: 125814000000.0 + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 129 in the X datas point -------------- - --- Configuration: 0011-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 16 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 201 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 300033-2-1 + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (30.299284062105812 mAh) it is NOT far from the median. ---- Median :30.299284062105812, the gap is : 10 ---- So No we don't romove this configuration '0011-0000' - --- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '1111-3300' +--- The energy of the current configuration (75.6622282738419 mAh) it is NOT far from the median. +--- Median :75.6622282738419, the gap is : 10 +--- So No we don't romove this configuration '300033-2-1' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 1, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '111101-2-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1111-3300' +--- Ordered by distance, Printing the list of the 10 first neighbours of '111101-2-3' --- Neighbour 0 in the list of neghbours, And at position 202 in the X datas point -------------- - --- Configuration: 1111-3300 + --- Configuration: 111101-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 9442424814.692413 - --- Energy: 43.80740929766881 - --- Workload: 413650000000.0 + --- Energy efficiency: 12740395334.46723 + --- Energy: 93.4131245697236 + --- Workload: 1190120000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 169 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 103 in the X datas point -------------- - --- Configuration: 1111-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10965958375.4152 - --- Energy: 49.989818506242955 - --- Workload: 548186000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 100 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 139 in the X datas point -------------- - --- Configuration: 2222-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11468876336.840899 - --- Energy: 53.84120579706395 - --- Workload: 617498000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 147 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10000990098.019703 - --- Energy: 50.66357196918862 - --- Workload: 506686000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 117 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 10 in the X datas point -------------- - --- Configuration: 1011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8782098570.274353 - --- Energy: 43.085080854083536 - --- Workload: 378377000000.0 + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 132 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 28 in the X datas point -------------- - --- Configuration: 1110-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9413093613.215984 - --- Energy: 49.7061517933472 - --- Workload: 467887000000.0 + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 206 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 48 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10558457958.332102 - --- Energy: 49.51707772839275 - --- Workload: 522824000000.0 + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 214 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 74 in the X datas point -------------- - --- Configuration: 0222-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10575598076.510221 - --- Energy: 50.06110945250575 - --- Workload: 529426000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 222 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 83 in the X datas point -------------- - --- Configuration: 1110-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8963143553.707155 - --- Energy: 52.92171748044021 - --- Workload: 474343000000.0 + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 9 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point -------------- - --- Configuration: 0010-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6532788063.289651 - --- Energy: 42.64544340651106 - --- Workload: 278594000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1111-3300' ---- Neighbour 0 in the list of neghbours, And at position 9 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111101-2-3' +--- Neighbour 0 in the list of neghbours, And at position 48 in the X datas point -------------- - --- Configuration: 0010-3300 + --- Configuration: 111011-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 6532788063.289651 - --- Energy: 42.64544340651106 - --- Workload: 278594000000.0 + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 117 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 10 in the X datas point -------------- - --- Configuration: 1011-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8782098570.274353 - --- Energy: 43.085080854083536 - --- Workload: 378377000000.0 + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 202 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 139 in the X datas point -------------- - --- Configuration: 1111-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9442424814.692413 - --- Energy: 43.80740929766881 - --- Workload: 413650000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 206 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10558457958.332102 - --- Energy: 49.51707772839275 - --- Workload: 522824000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 132 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 147 in the X datas point -------------- - --- Configuration: 1110-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9413093613.215984 - --- Energy: 49.7061517933472 - --- Workload: 467887000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 169 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 28 in the X datas point -------------- - --- Configuration: 1111-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10965958375.4152 - --- Energy: 49.989818506242955 - --- Workload: 548186000000.0 + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 214 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 202 in the X datas point -------------- - --- Configuration: 0222-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10575598076.510221 - --- Energy: 50.06110945250575 - --- Workload: 529426000000.0 + --- Configuration: 111101-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12740395334.46723 + --- Energy: 93.4131245697236 + --- Workload: 1190120000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 103 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10000990098.019703 - --- Energy: 50.66357196918862 - --- Workload: 506686000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 222 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 83 in the X datas point -------------- - --- Configuration: 1110-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8963143553.707155 - --- Energy: 52.92171748044021 - --- Workload: 474343000000.0 + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 100 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point -------------- - --- Configuration: 2222-2200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11468876336.840899 - --- Energy: 53.84120579706395 - --- Workload: 617498000000.0 + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 132 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 147 in the X datas point -------------- - --- Configuration: 1110-3330 - --- Energy efficiency: 9413093613.215984 - --- Energy: 49.7061517933472 - --- Workload: 467887000000.0 + --- Configuration: 111111-2-3 + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (49.7061517933472 mAh) it is NOT far from the median. ---- Median :49.7061517933472, the gap is : 10 ---- So No we don't romove this configuration '1111-3300' - --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 0, 1.0, 0, 1, 1, 1] ---- Computing the list of the 10 first neighbours of '0010-0222' +--- The energy of the current configuration (84.3646166621502 mAh) it is NOT far from the median. +--- Median :84.3646166621502, the gap is : 10 +--- So No we don't romove this configuration '111101-2-3' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 0, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '303333-3-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0010-0222' ---- Neighbour 0 in the list of neghbours, And at position 203 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '303333-3-1' +--- Neighbour 0 in the list of neghbours, And at position 72 in the X datas point -------------- - --- Configuration: 0010-0222 + --- Configuration: 303333-3-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 9876153040.867521 - --- Energy: 82.55859277633934 - --- Workload: 815359000000.0 + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 223 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 203 in the X datas point -------------- - --- Configuration: 0011-0222 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10205779124.487032 - --- Energy: 84.56198872402297 - --- Workload: 863021000000.0 + --- Configuration: 303333-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 8 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 68 in the X datas point -------------- - --- Configuration: 0020-0202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8089829466.394849 - --- Energy: 66.44909360627778 - --- Workload: 537560000000.0 + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 84 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 109 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 116 in the X datas point -------------- - --- Configuration: 0010-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6657080470.788732 - --- Energy: 41.37346586900227 - --- Workload: 275426000000.0 + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 151 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 322 in the X datas point -------------- - --- Configuration: 0010-0011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6634071263.19351 - --- Energy: 41.98663362868059 - --- Workload: 278542000000.0 + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 67 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 0110-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6145261695.969323 - --- Energy: 51.31617435224532 - --- Workload: 315351000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 88 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 15 in the X datas point -------------- - --- Configuration: 0110-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5821399464.43125 - --- Energy: 36.31061849927073 - --- Workload: 211379000000.0 + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 98 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 62 in the X datas point -------------- - --- Configuration: 2020-0022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8754497623.153894 - --- Energy: 65.93701913313123 - --- Workload: 577244000000.0 + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 119 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 130 in the X datas point -------------- - --- Configuration: 0011-2022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10199970420.085781 - --- Energy: 84.69065283515172 - --- Workload: 863842000000.0 + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0010-0222' ---- Neighbour 0 in the list of neghbours, And at position 88 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '303333-3-1' +--- Neighbour 0 in the list of neghbours, And at position 15 in the X datas point -------------- - --- Configuration: 0110-0020 + --- Configuration: 303330-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 5821399464.43125 - --- Energy: 36.31061849927073 - --- Workload: 211379000000.0 + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 109 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 130 in the X datas point -------------- - --- Configuration: 0010-0101 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6657080470.788732 - --- Energy: 41.37346586900227 - --- Workload: 275426000000.0 + --- Configuration: 202222-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 151 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 68 in the X datas point -------------- - --- Configuration: 0010-0011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6634071263.19351 - --- Energy: 41.98663362868059 - --- Workload: 278542000000.0 + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 72 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 67 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 62 in the X datas point -------------- - --- Configuration: 0110-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6145261695.969323 - --- Energy: 51.31617435224532 - --- Workload: 315351000000.0 + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 98 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 84 in the X datas point -------------- - --- Configuration: 2020-0022 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8754497623.153894 - --- Energy: 65.93701913313123 - --- Workload: 577244000000.0 + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 -------------- --- Neighbour 6 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 0020-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8089829466.394849 - --- Energy: 66.44909360627778 - --- Workload: 537560000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- --- Neighbour 7 in the list of neghbours, And at position 203 in the X datas point -------------- - --- Configuration: 0010-0222 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9876153040.867521 - --- Energy: 82.55859277633934 - --- Workload: 815359000000.0 + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 223 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 322 in the X datas point -------------- - --- Configuration: 0011-0222 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10205779124.487032 - --- Energy: 84.56198872402297 - --- Workload: 863021000000.0 + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 119 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 116 in the X datas point -------------- - --- Configuration: 0011-2022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10199970420.085781 - --- Energy: 84.69065283515172 - --- Workload: 863842000000.0 + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 67 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 62 in the X datas point -------------- - --- Configuration: 0110-0002 - --- Energy efficiency: 6145261695.969323 - --- Energy: 51.31617435224532 - --- Workload: 315351000000.0 + --- Configuration: 333333-2-1 + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (82.55859277633934 mAh) is far from the median. ---- Median :51.31617435224532, the gap is : 10 ---- So yes we remove this configuration '0010-0222' ---- remove_aberrant_points: The value [0.0, 0, 0, 1, 0, 1.0, 0, 1, 1, 1] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '0002-3330' +--- The energy of the current configuration (77.59635035177494 mAh) it is NOT far from the median. +--- Median :77.59635035177494, the gap is : 10 +--- So No we don't romove this configuration '303333-3-1' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '110110-3-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0002-3330' +--- Ordered by distance, Printing the list of the 10 first neighbours of '110110-3-1' --- Neighbour 0 in the list of neghbours, And at position 204 in the X datas point -------------- - --- Configuration: 0002-3330 + --- Configuration: 110110-3-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 9147875405.936972 - --- Energy: 51.28673303694986 - --- Workload: 469163000000.0 + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 26 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 623 in the X datas point -------------- - --- Configuration: 0000-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7665772326.561901 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 + --- Configuration: 110110-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12940377211.995731 + --- Energy: 67.57287611693334 + --- Workload: 874419000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 120 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 383 in the X datas point -------------- - --- Configuration: 3003-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9353836943.914392 - --- Energy: 65.99051868650201 - --- Workload: 617264000000.0 + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 126 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 680 in the X datas point -------------- - --- Configuration: 0002-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5449442794.474265 - --- Energy: 38.132247384977575 - --- Workload: 207799000000.0 + --- Configuration: 220220-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12953334317.786741 + --- Energy: 68.45824901392889 + --- Workload: 886763000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 143 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 46 in the X datas point -------------- - --- Configuration: 0200-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8906781623.528154 - --- Energy: 47.48626285009536 - --- Workload: 422949000000.0 + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 212 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 0022-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9258659160.980307 - --- Energy: 46.9330182291436 - --- Workload: 434536000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 225 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 93 in the X datas point -------------- - --- Configuration: 1001-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9487576019.202854 - --- Energy: 49.10228531809563 - --- Workload: 465862000000.0 + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 243 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 97 in the X datas point -------------- - --- Configuration: 0022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10604498852.593224 - --- Energy: 53.16348231202643 - --- Workload: 563772000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 109 in the X datas point -------------- - --- Configuration: 0022-0030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7249844128.351241 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 25 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 205 in the X datas point -------------- - --- Configuration: 0000-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5789616901.049658 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0002-3330' ---- Neighbour 0 in the list of neghbours, And at position 126 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '110110-3-1' +--- Neighbour 0 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 0002-3000 + --- Configuration: 111111-3-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 5449442794.474265 - --- Energy: 38.132247384977575 - --- Workload: 207799000000.0 + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 623 in the X datas point -------------- - --- Configuration: 0022-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7249844128.351241 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Configuration: 110110-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12940377211.995731 + --- Energy: 67.57287611693334 + --- Workload: 874419000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 25 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 680 in the X datas point -------------- - --- Configuration: 0000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5789616901.049658 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Configuration: 220220-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12953334317.786741 + --- Energy: 68.45824901392889 + --- Workload: 886763000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 212 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 204 in the X datas point -------------- - --- Configuration: 0022-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9258659160.980307 - --- Energy: 46.9330182291436 - --- Workload: 434536000000.0 + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 143 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 93 in the X datas point -------------- - --- Configuration: 0200-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8906781623.528154 - --- Energy: 47.48626285009536 - --- Workload: 422949000000.0 + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 26 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 97 in the X datas point -------------- - --- Configuration: 0000-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7665772326.561901 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 225 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 205 in the X datas point -------------- - --- Configuration: 1001-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9487576019.202854 - --- Energy: 49.10228531809563 - --- Workload: 465862000000.0 + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 204 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 383 in the X datas point -------------- - --- Configuration: 0002-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9147875405.936972 - --- Energy: 51.28673303694986 - --- Workload: 469163000000.0 + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 243 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 46 in the X datas point -------------- - --- Configuration: 0022-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10604498852.593224 - --- Energy: 53.16348231202643 - --- Workload: 563772000000.0 + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 120 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 109 in the X datas point -------------- - --- Configuration: 3003-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9353836943.914392 - --- Energy: 65.99051868650201 - --- Workload: 617264000000.0 + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 143 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 93 in the X datas point -------------- - --- Configuration: 0200-3330 - --- Energy efficiency: 8906781623.528154 - --- Energy: 47.48626285009536 - --- Workload: 422949000000.0 + --- Configuration: 111010-3-1 + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (47.48626285009536 mAh) it is NOT far from the median. ---- Median :47.48626285009536, the gap is : 10 ---- So No we don't romove this configuration '0002-3330' - --- remove_aberrant_points: The value [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '1011-0100' +--- The energy of the current configuration (70.2667978545078 mAh) it is NOT far from the median. +--- Median :70.2667978545078, the gap is : 10 +--- So No we don't romove this configuration '110110-3-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '222220-3-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1011-0100' ---- Neighbour 0 in the list of neghbours, And at position 101 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '222220-3-1' +--- Neighbour 0 in the list of neghbours, And at position 205 in the X datas point -------------- - --- Configuration: 1011-0100 + --- Configuration: 222220-3-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 6807769026.0124855 - --- Energy: 36.74164741869377 - --- Workload: 250128000000.0 + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 205 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 50 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [1.] - --- Energy efficiency: 6759862639.591164 - --- Energy: 36.90475887640218 - --- Workload: 249471000000.0 + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 251 in the X datas point -------------- - --- Configuration: 0011-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 53 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 680 in the X datas point -------------- - --- Configuration: 0011-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2745412415.8531094 - --- Energy: 29.5448803510097 - --- Workload: 81112900000.0 + --- Configuration: 220220-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12953334317.786741 + --- Energy: 68.45824901392889 + --- Workload: 886763000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 80 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 727 in the X datas point -------------- - --- Configuration: 2002-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7245431755.278297 - --- Energy: 42.016301664202444 - --- Workload: 304426000000.0 + --- Configuration: 333330-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12377325235.262009 + --- Energy: 77.91783871145545 + --- Workload: 964415000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 96 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 1111-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9080672696.233337 - --- Energy: 45.44863666563364 - --- Workload: 412706000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 117 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 46 in the X datas point -------------- - --- Configuration: 1011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8782098570.274353 - --- Energy: 43.085080854083536 - --- Workload: 378377000000.0 + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 138 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 1111-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8622547962.923044 - --- Energy: 48.5763010995366 - --- Workload: 418853000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 185 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 68 in the X datas point -------------- - --- Configuration: 1000-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4407169583.478402 - --- Energy: 34.828482821374045 - --- Workload: 153495000000.0 + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 201 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 88 in the X datas point -------------- - --- Configuration: 0011-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2780233650.836016 - --- Energy: 29.193550568943994 - --- Workload: 81165000000.0 + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1011-0100' ---- Neighbour 0 in the list of neghbours, And at position 201 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222220-3-1' +--- Neighbour 0 in the list of neghbours, And at position 88 in the X datas point -------------- - --- Configuration: 0011-0000 + --- Configuration: 333330-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 2780233650.836016 - --- Energy: 29.193550568943994 - --- Workload: 81165000000.0 + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 53 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 50 in the X datas point -------------- - --- Configuration: 0011-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 2745412415.8531094 - --- Energy: 29.5448803510097 - --- Workload: 81112900000.0 + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 185 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 1000-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4407169583.478402 - --- Energy: 34.828482821374045 - --- Workload: 153495000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 101 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 680 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6807769026.0124855 - --- Energy: 36.74164741869377 - --- Workload: 250128000000.0 + --- Configuration: 220220-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12953334317.786741 + --- Energy: 68.45824901392889 + --- Workload: 886763000000.0 -------------- --- Neighbour 4 in the list of neghbours, And at position 205 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6759862639.591164 - --- Energy: 36.90475887640218 - --- Workload: 249471000000.0 + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 80 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 68 in the X datas point -------------- - --- Configuration: 2002-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7245431755.278297 - --- Energy: 42.016301664202444 - --- Workload: 304426000000.0 + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 117 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 46 in the X datas point -------------- - --- Configuration: 1011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8782098570.274353 - --- Energy: 43.085080854083536 - --- Workload: 378377000000.0 + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 727 in the X datas point -------------- - --- Configuration: 0011-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Configuration: 333330-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12377325235.262009 + --- Energy: 77.91783871145545 + --- Workload: 964415000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 96 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 251 in the X datas point -------------- - --- Configuration: 1111-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9080672696.233337 - --- Energy: 45.44863666563364 - --- Workload: 412706000000.0 + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 138 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 1111-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8622547962.923044 - --- Energy: 48.5763010995366 - --- Workload: 418853000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- -------------- --- Median at position 4 in the list of neghbours, And at position 205 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Energy efficiency: 6759862639.591164 - --- Energy: 36.90475887640218 - --- Workload: 249471000000.0 + --- Configuration: 222220-3-1 + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (36.90475887640218 mAh) it is NOT far from the median. ---- Median :36.90475887640218, the gap is : 10 ---- So No we don't romove this configuration '1011-0100' - --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '1011-3330' +--- The energy of the current configuration (72.5120663430038 mAh) it is NOT far from the median. +--- Median :72.5120663430038, the gap is : 10 +--- So No we don't romove this configuration '222220-3-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '110110-2-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1011-3330' ---- Neighbour 0 in the list of neghbours, And at position 107 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '110110-2-0' +--- Neighbour 0 in the list of neghbours, And at position 206 in the X datas point -------------- - --- Configuration: 1011-3330 + --- Configuration: 110110-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 10000990098.019703 - --- Energy: 50.66357196918862 - --- Workload: 506686000000.0 + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 206 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 213 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [1.] - --- Energy efficiency: 10558457958.332102 - --- Energy: 49.51707772839275 - --- Workload: 522824000000.0 + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 108 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 217 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8871225293.637558 - --- Energy: 42.90551410725298 - --- Workload: 380626000000.0 + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 169 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 347 in the X datas point -------------- - --- Configuration: 1111-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10965958375.4152 - --- Energy: 49.989818506242955 - --- Workload: 548186000000.0 + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 195 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 500 in the X datas point -------------- - --- Configuration: 1011-0330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8886756067.432705 - --- Energy: 42.76899541535147 - --- Workload: 380079000000.0 + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 197 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 716 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8938627384.378855 - --- Energy: 42.547359911496315 - --- Workload: 380315000000.0 + --- Configuration: 010110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11786670689.850264 + --- Energy: 44.887978162079634 + --- Workload: 529080000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 225 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 19 in the X datas point -------------- - --- Configuration: 1001-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9487576019.202854 - --- Energy: 49.10228531809563 - --- Workload: 465862000000.0 + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 52 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 78 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 89 in the X datas point -------------- - --- Configuration: 1001-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9166575000.916658 - --- Energy: 50.735447078258076 - --- Workload: 465069000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 141 in the X datas point -------------- - --- Configuration: 1011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8782098570.274353 - --- Energy: 43.085080854083536 - --- Workload: 378377000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1011-3330' ---- Neighbour 0 in the list of neghbours, And at position 197 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '110110-2-0' +--- Neighbour 0 in the list of neghbours, And at position 89 in the X datas point -------------- - --- Configuration: 1011-3030 + --- Configuration: 111110-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 8938627384.378855 - --- Energy: 42.547359911496315 - --- Workload: 380315000000.0 + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 195 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 141 in the X datas point -------------- - --- Configuration: 1011-0330 - --- Distance from that configuration: [1.] - --- Energy efficiency: 8886756067.432705 - --- Energy: 42.76899541535147 - --- Workload: 380079000000.0 + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 108 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 206 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8871225293.637558 - --- Energy: 42.90551410725298 - --- Workload: 380626000000.0 + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 117 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 19 in the X datas point -------------- - --- Configuration: 1011-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8782098570.274353 - --- Energy: 43.085080854083536 - --- Workload: 378377000000.0 + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 225 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 213 in the X datas point -------------- - --- Configuration: 1001-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9487576019.202854 - --- Energy: 49.10228531809563 - --- Workload: 465862000000.0 + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 206 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 716 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10558457958.332102 - --- Energy: 49.51707772839275 - --- Workload: 522824000000.0 + --- Configuration: 010110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11786670689.850264 + --- Energy: 44.887978162079634 + --- Workload: 529080000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 169 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 347 in the X datas point -------------- - --- Configuration: 1111-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10965958375.4152 - --- Energy: 49.989818506242955 - --- Workload: 548186000000.0 + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 217 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10000990098.019703 - --- Energy: 50.66357196918862 - --- Workload: 506686000000.0 + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 78 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 500 in the X datas point -------------- - --- Configuration: 1001-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9166575000.916658 - --- Energy: 50.735447078258076 - --- Workload: 465069000000.0 + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 52 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 225 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 213 in the X datas point -------------- - --- Configuration: 1001-3330 - --- Energy efficiency: 9487576019.202854 - --- Energy: 49.10228531809563 - --- Workload: 465862000000.0 + --- Configuration: 110111-2-0 + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (49.10228531809563 mAh) it is NOT far from the median. ---- Median :49.10228531809563, the gap is : 10 ---- So No we don't romove this configuration '1011-3330' - --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1] ---- Computing the list of the 10 first neighbours of '3000-0001' +--- The energy of the current configuration (44.3851855395692 mAh) it is NOT far from the median. +--- Median :44.3851855395692, the gap is : 10 +--- So No we don't romove this configuration '110110-2-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 1, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '000022-2-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3000-0001' +--- Ordered by distance, Printing the list of the 10 first neighbours of '000022-2-2' --- Neighbour 0 in the list of neghbours, And at position 207 in the X datas point -------------- - --- Configuration: 3000-0001 + --- Configuration: 000022-2-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 3629843118.1804323 - --- Energy: 34.55029567760096 - --- Workload: 125412000000.0 + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 536 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 000022-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13874571102.320799 + --- Energy: 80.16963008427506 + --- Workload: 1112320000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 687 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 000222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14429639634.179775 + --- Energy: 82.81499880951421 + --- Workload: 1194990000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 164 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 759 in the X datas point -------------- - --- Configuration: 3000-0011 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6788774083.176061 - --- Energy: 41.16379423683102 - --- Workload: 279451000000.0 + --- Configuration: 000022-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10913492022.783005 + --- Energy: 17.236925200640222 + --- Workload: 188115000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 256 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 421 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 000022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 519 in the X datas point -------------- - --- Configuration: 2000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Configuration: 200022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14287673738.112658 + --- Energy: 84.52879791585856 + --- Workload: 1207720000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 44 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 592 in the X datas point -------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 + --- Configuration: 020222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14904373539.371391 + --- Energy: 87.53002178089183 + --- Workload: 1304580000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 49 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 625 in the X datas point -------------- - --- Configuration: 3000-0202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8354358468.81318 - --- Energy: 64.35822134376 - --- Workload: 537670000000.0 + --- Configuration: 000222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13901728679.961353 + --- Energy: 85.57933287675009 + --- Workload: 1189700000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 676 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2075033200.5312083 - --- Energy: 29.0248902377268 - --- Workload: 60227600000.0 + --- Configuration: 002022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639037922.427738 + --- Energy: 63.03819652563211 + --- Workload: 922819000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3000-0001' ---- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '000022-2-2' +--- Neighbour 0 in the list of neghbours, And at position 759 in the X datas point -------------- - --- Configuration: 2000-0000 + --- Configuration: 000022-2-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Energy efficiency: 10913492022.783005 + --- Energy: 17.236925200640222 + --- Workload: 188115000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 676 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2075033200.5312083 - --- Energy: 29.0248902377268 - --- Workload: 60227600000.0 + --- Configuration: 002022-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14639037922.427738 + --- Energy: 63.03819652563211 + --- Workload: 922819000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 256 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 207 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 000022-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 421 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 000022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 207 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 536 in the X datas point -------------- - --- Configuration: 3000-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3629843118.1804323 - --- Energy: 34.55029567760096 - --- Workload: 125412000000.0 + --- Configuration: 000022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13874571102.320799 + --- Energy: 80.16963008427506 + --- Workload: 1112320000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 44 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 687 in the X datas point -------------- - --- Configuration: 3000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5326600510.288329 - --- Energy: 36.46450751429702 - --- Workload: 194232000000.0 + --- Configuration: 000222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14429639634.179775 + --- Energy: 82.81499880951421 + --- Workload: 1194990000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 164 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 519 in the X datas point -------------- - --- Configuration: 3000-0011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6788774083.176061 - --- Energy: 41.16379423683102 - --- Workload: 279451000000.0 + --- Configuration: 200022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14287673738.112658 + --- Energy: 84.52879791585856 + --- Workload: 1207720000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 625 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 000222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13901728679.961353 + --- Energy: 85.57933287675009 + --- Workload: 1189700000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 49 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 592 in the X datas point -------------- - --- Configuration: 3000-0202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8354358468.81318 - --- Energy: 64.35822134376 - --- Workload: 537670000000.0 + --- Configuration: 020222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14904373539.371391 + --- Energy: 87.53002178089183 + --- Workload: 1304580000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 19 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 421 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 000022-3-3 + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (30.277288658122774 mAh) it is NOT far from the median. ---- Median :30.277288658122774, the gap is : 10 ---- So No we don't romove this configuration '3000-0001' - --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1] ---- Computing the list of the 10 first neighbours of '1011-0011' +--- The energy of the current configuration (79.5806220896002 mAh) it is NOT far from the median. +--- Median :79.5806220896002, the gap is : 10 +--- So No we don't romove this configuration '000022-2-2' + --- remove_aberrant_points: The value [1.0, 0, 0, 0, 0, 1, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '111011-1-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1011-0011' +--- Ordered by distance, Printing the list of the 10 first neighbours of '111011-1-0' --- Neighbour 0 in the list of neghbours, And at position 208 in the X datas point -------------- - --- Configuration: 1011-0011 + --- Configuration: 111011-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 8737821661.059898 - --- Energy: 42.79354542763764 - --- Workload: 373921000000.0 + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 149 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 151 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 155 in the X datas point -------------- - --- Configuration: 0010-0011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6634071263.19351 - --- Energy: 41.98663362868059 - --- Workload: 278542000000.0 + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 245 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 167 in the X datas point -------------- - --- Configuration: 1011-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7793442597.398549 - --- Energy: 48.497409609038264 - --- Workload: 377963000000.0 + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 53 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 218 in the X datas point -------------- - --- Configuration: 0011-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 2745412415.8531094 - --- Energy: 29.5448803510097 - --- Workload: 81112900000.0 + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 54 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 243 in the X datas point -------------- - --- Configuration: 1001-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7043096708.760907 - --- Energy: 47.6050128004243 - --- Workload: 335286000000.0 + --- Configuration: 111011-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14576855743.06251 + --- Energy: 41.794008855435 + --- Workload: 609225000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 96 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 404 in the X datas point -------------- - --- Configuration: 1111-0101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9080672696.233337 - --- Energy: 45.44863666563364 - --- Workload: 412706000000.0 + --- Configuration: 111011-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 98 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 442 in the X datas point -------------- - --- Configuration: 2020-0022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8754497623.153894 - --- Energy: 65.93701913313123 - --- Workload: 577244000000.0 + --- Configuration: 101011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 101 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 703 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6807769026.0124855 - --- Energy: 36.74164741869377 - --- Workload: 250128000000.0 + --- Configuration: 111001-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10720963342.88214 + --- Energy: 31.78714877872434 + --- Workload: 340789000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 119 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 0 in the X datas point -------------- - --- Configuration: 0011-2022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10199970420.085781 - --- Energy: 84.69065283515172 - --- Workload: 863842000000.0 + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1011-0011' ---- Neighbour 0 in the list of neghbours, And at position 53 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111011-1-0' +--- Neighbour 0 in the list of neghbours, And at position 404 in the X datas point -------------- - --- Configuration: 0011-0000 + --- Configuration: 111011-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 2745412415.8531094 - --- Energy: 29.5448803510097 - --- Workload: 81112900000.0 + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 101 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 149 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6807769026.0124855 - --- Energy: 36.74164741869377 - --- Workload: 250128000000.0 + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 151 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 218 in the X datas point -------------- - --- Configuration: 0010-0011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6634071263.19351 - --- Energy: 41.98663362868059 - --- Workload: 278542000000.0 + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 208 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 703 in the X datas point -------------- - --- Configuration: 1011-0011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8737821661.059898 - --- Energy: 42.79354542763764 - --- Workload: 373921000000.0 + --- Configuration: 111001-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10720963342.88214 + --- Energy: 31.78714877872434 + --- Workload: 340789000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 96 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 442 in the X datas point -------------- - --- Configuration: 1111-0101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9080672696.233337 - --- Energy: 45.44863666563364 - --- Workload: 412706000000.0 + --- Configuration: 101011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 54 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 208 in the X datas point -------------- - --- Configuration: 1001-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7043096708.760907 - --- Energy: 47.6050128004243 - --- Workload: 335286000000.0 + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 245 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 167 in the X datas point -------------- - --- Configuration: 1011-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7793442597.398549 - --- Energy: 48.497409609038264 - --- Workload: 377963000000.0 + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 0 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 98 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 243 in the X datas point -------------- - --- Configuration: 2020-0022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8754497623.153894 - --- Energy: 65.93701913313123 - --- Workload: 577244000000.0 + --- Configuration: 111011-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14576855743.06251 + --- Energy: 41.794008855435 + --- Workload: 609225000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 119 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 155 in the X datas point -------------- - --- Configuration: 0011-2022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10199970420.085781 - --- Energy: 84.69065283515172 - --- Workload: 863842000000.0 + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 96 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 442 in the X datas point -------------- - --- Configuration: 1111-0101 - --- Energy efficiency: 9080672696.233337 - --- Energy: 45.44863666563364 - --- Workload: 412706000000.0 + --- Configuration: 101011-1-0 + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (45.44863666563364 mAh) it is NOT far from the median. ---- Median :45.44863666563364, the gap is : 10 ---- So No we don't romove this configuration '1011-0011' - --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1] ---- Computing the list of the 10 first neighbours of '0022-1111' +--- The energy of the current configuration (33.39150595873643 mAh) it is NOT far from the median. +--- Median :33.39150595873643, the gap is : 10 +--- So No we don't romove this configuration '111011-1-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '222220-1-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0022-1111' ---- Neighbour 0 in the list of neghbours, And at position 157 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '222220-1-0' +--- Neighbour 0 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 136 in the X datas point -------------- - --- Configuration: 0022-1111 + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 417 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 566 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13883393379.009699 + --- Energy: 44.42888788986695 + --- Workload: 616824000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222220-1-0' +--- Neighbour 0 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 11384996168.94879 - --- Energy: 60.652013004669556 - --- Workload: 690523000000.0 + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 -------------- --- Neighbour 1 in the list of neghbours, And at position 209 in the X datas point -------------- - --- Configuration: 0022-1111 + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 417 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 566 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13883393379.009699 + --- Energy: 44.42888788986695 + --- Workload: 616824000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (33.5555977111976 mAh) it is NOT far from the median. +--- Median :33.5555977111976, the gap is : 10 +--- So No we don't romove this configuration '222220-1-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '033333-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033333-1-0' +--- Neighbour 0 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 11525411226.672567 - --- Energy: 59.99293901124158 - --- Workload: 691443000000.0 + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 -------------- --- Neighbour 2 in the list of neghbours, And at position 192 in the X datas point -------------- - --- Configuration: 0020-1111 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10017249703.99027 - --- Energy: 53.486611373072236 - --- Workload: 535789000000.0 + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 277 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 033333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 194 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 356 in the X datas point -------------- - --- Configuration: 0002-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9116518219.361662 - --- Energy: 51.19519895467268 - --- Workload: 466724000000.0 + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 241 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 572 in the X datas point -------------- - --- Configuration: 2002-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11245140693.577787 - --- Energy: 59.880442963642075 - --- Workload: 673364000000.0 + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 243 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 736 in the X datas point -------------- - --- Configuration: 0022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10604498852.593224 - --- Energy: 53.16348231202643 - --- Workload: 563772000000.0 + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 251 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 57 in the X datas point -------------- - --- Configuration: 0222-1110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11528294469.531294 - --- Energy: 56.93002977667585 - --- Workload: 656306000000.0 + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 13 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 78 in the X datas point -------------- - --- Configuration: 0011-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 81 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0022-1111' ---- Neighbour 0 in the list of neghbours, And at position 13 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '033333-1-0' +--- Neighbour 0 in the list of neghbours, And at position 277 in the X datas point -------------- - --- Configuration: 0011-1100 + --- Configuration: 033333-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 7650055845.407672 - --- Energy: 43.82652071469574 - --- Workload: 335276000000.0 + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 736 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [1.] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 194 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 78 in the X datas point -------------- - --- Configuration: 0002-0111 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9116518219.361662 - --- Energy: 51.19519895467268 - --- Workload: 466724000000.0 + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 243 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 356 in the X datas point -------------- - --- Configuration: 0022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10604498852.593224 - --- Energy: 53.16348231202643 - --- Workload: 563772000000.0 + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 192 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 81 in the X datas point -------------- - --- Configuration: 0020-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10017249703.99027 - --- Energy: 53.486611373072236 - --- Workload: 535789000000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 251 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 572 in the X datas point -------------- - --- Configuration: 0222-1110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11528294469.531294 - --- Energy: 56.93002977667585 - --- Workload: 656306000000.0 + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 241 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 57 in the X datas point -------------- - --- Configuration: 2002-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11245140693.577787 - --- Energy: 59.880442963642075 - --- Workload: 673364000000.0 + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 209 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 153 in the X datas point -------------- - --- Configuration: 0022-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11525411226.672567 - --- Energy: 59.99293901124158 - --- Workload: 691443000000.0 + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 210 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 157 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 192 in the X datas point -------------- - --- Configuration: 0022-1111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11384996168.94879 - --- Energy: 60.652013004669556 - --- Workload: 690523000000.0 + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 192 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 81 in the X datas point -------------- - --- Configuration: 0020-1111 - --- Energy efficiency: 10017249703.99027 - --- Energy: 53.486611373072236 - --- Workload: 535789000000.0 + --- Configuration: 222222-1-0 + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (53.486611373072236 mAh) it is NOT far from the median. ---- Median :53.486611373072236, the gap is : 10 ---- So No we don't romove this configuration '0022-1111' - --- remove_aberrant_points: The value [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '0220-2000' +--- The energy of the current configuration (62.5543914533039 mAh) is far from the median. +--- Median :48.4114598927455, the gap is : 10 +--- So yes we remove this configuration '033333-1-0' +--- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '202222-1-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0220-2000' ---- Neighbour 0 in the list of neghbours, And at position 210 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '202222-1-0' +--- Neighbour 0 in the list of neghbours, And at position 211 in the X datas point -------------- - --- Configuration: 0220-2000 + --- Configuration: 202222-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 5281811027.365063 - --- Energy: 35.274079340197716 - --- Workload: 186311000000.0 + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 112 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 358 in the X datas point -------------- - --- Configuration: 0020-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4244013818.5089927 - --- Energy: 35.41951635507749 - --- Workload: 150321000000.0 + --- Configuration: 202222-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 0 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 81 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 86 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 363 in the X datas point -------------- - --- Configuration: 0220-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5040602049.508794 - --- Energy: 36.67117347490831 - --- Workload: 184845000000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 89 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 492 in the X datas point -------------- - --- Configuration: 0030-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4809102669.532892 - --- Energy: 35.93660318178646 - --- Workload: 172823000000.0 + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 94 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 583 in the X datas point -------------- - --- Configuration: 0220-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7282684688.88371 - --- Energy: 43.18443043197562 - --- Workload: 314499000000.0 + --- Configuration: 202222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15282668231.611895 + --- Energy: 59.2169275668937 + --- Workload: 904992000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 133 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 614 in the X datas point -------------- - --- Configuration: 0111-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6681499595.769274 - --- Energy: 37.38840673928198 - --- Workload: 249811000000.0 + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 163 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 644 in the X datas point -------------- - --- Configuration: 0220-2022 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10070047248.66169 - --- Energy: 83.48428558869355 - --- Workload: 840691000000.0 + --- Configuration: 202202-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13769969898.845802 + --- Energy: 41.393349766173586 + --- Workload: 569985000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 176 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 3 in the X datas point -------------- - --- Configuration: 0222-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9969791531.659073 - --- Energy: 42.75164023390624 - --- Workload: 426227000000.0 + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0220-2000' ---- Neighbour 0 in the list of neghbours, And at position 210 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '202222-1-0' +--- Neighbour 0 in the list of neghbours, And at position 3 in the X datas point -------------- - --- Configuration: 0220-2000 + --- Configuration: 101110-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 5281811027.365063 - --- Energy: 35.274079340197716 - --- Workload: 186311000000.0 + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 112 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 0 in the X datas point -------------- - --- Configuration: 0020-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4244013818.5089927 - --- Energy: 35.41951635507749 - --- Workload: 150321000000.0 + --- Configuration: 101111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 89 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 644 in the X datas point -------------- - --- Configuration: 0030-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4809102669.532892 - --- Energy: 35.93660318178646 - --- Workload: 172823000000.0 + --- Configuration: 202202-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13769969898.845802 + --- Energy: 41.393349766173586 + --- Workload: 569985000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 86 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 211 in the X datas point -------------- - --- Configuration: 0220-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5040602049.508794 - --- Energy: 36.67117347490831 - --- Workload: 184845000000.0 + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 358 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 133 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 363 in the X datas point -------------- - --- Configuration: 0111-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6681499595.769274 - --- Energy: 37.38840673928198 - --- Workload: 249811000000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 81 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 176 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 583 in the X datas point -------------- - --- Configuration: 0222-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9969791531.659073 - --- Energy: 42.75164023390624 - --- Workload: 426227000000.0 + --- Configuration: 202222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15282668231.611895 + --- Energy: 59.2169275668937 + --- Workload: 904992000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 94 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 492 in the X datas point -------------- - --- Configuration: 0220-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7282684688.88371 - --- Energy: 43.18443043197562 - --- Workload: 314499000000.0 + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 163 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 614 in the X datas point -------------- - --- Configuration: 0220-2022 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10070047248.66169 - --- Energy: 83.48428558869355 - --- Workload: 840691000000.0 + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 43 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 358 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 202222-1-0 + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (36.93355197432356 mAh) it is NOT far from the median. ---- Median :36.93355197432356, the gap is : 10 ---- So No we don't romove this configuration '0220-2000' - --- remove_aberrant_points: The value [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1] ---- Computing the list of the 10 first neighbours of '0303-1001' +--- The energy of the current configuration (45.1609465048481 mAh) it is NOT far from the median. +--- Median :45.1609465048481, the gap is : 10 +--- So No we don't romove this configuration '202222-1-0' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '011111-2-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0303-1001' ---- Neighbour 0 in the list of neghbours, And at position 211 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '011111-2-1' +--- Neighbour 0 in the list of neghbours, And at position 212 in the X datas point -------------- - --- Configuration: 0303-1001 + --- Configuration: 011111-2-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 8479966080.135679 - --- Energy: 59.193870361299275 - --- Workload: 501963000000.0 + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 0003-1001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6806147312.252427 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 87 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6928278461.367919 - --- Energy: 53.6166443408558 - --- Workload: 371471000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 92 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 198 in the X datas point -------------- - --- Configuration: 0202-1001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8895689149.038376 - --- Energy: 48.8428586507307 - --- Workload: 434491000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 231 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 257 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7144898542.440698 - --- Energy: 51.89988274563883 - --- Workload: 370819000000.0 + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 333 in the X datas point -------------- - --- Configuration: 0303-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8236960890.90969 - --- Energy: 61.00540758755291 - --- Workload: 502499000000.0 + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 345 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 011111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 362 in the X datas point -------------- - --- Configuration: 0303-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 113 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 726 in the X datas point -------------- - --- Configuration: 3303-1011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10227751572.005417 - --- Energy: 73.37868558375581 - --- Workload: 750499000000.0 + --- Configuration: 010111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14055841045.304787 + --- Energy: 57.13542391806448 + --- Workload: 803087000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 136 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 0003-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5256269415.345153 - --- Energy: 45.78293727571249 - --- Workload: 240648000000.0 + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0303-1001' ---- Neighbour 0 in the list of neghbours, And at position 56 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '011111-2-1' +--- Neighbour 0 in the list of neghbours, And at position 345 in the X datas point -------------- - --- Configuration: 0303-0000 + --- Configuration: 011111-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 136 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 212 in the X datas point -------------- - --- Configuration: 0003-0001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5256269415.345153 - --- Energy: 45.78293727571249 - --- Workload: 240648000000.0 + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 92 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 726 in the X datas point -------------- - --- Configuration: 0202-1001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8895689149.038376 - --- Energy: 48.8428586507307 - --- Workload: 434491000000.0 + --- Configuration: 010111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14055841045.304787 + --- Energy: 57.13542391806448 + --- Workload: 803087000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 231 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 257 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7144898542.440698 - --- Energy: 51.89988274563883 - --- Workload: 370819000000.0 + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 87 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6928278461.367919 - --- Energy: 53.6166443408558 - --- Workload: 371471000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 0003-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6806147312.252427 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 211 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 0303-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8479966080.135679 - --- Energy: 59.193870361299275 - --- Workload: 501963000000.0 + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 198 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 333 in the X datas point -------------- - --- Configuration: 0303-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8236960890.90969 - --- Energy: 61.00540758755291 - --- Workload: 502499000000.0 + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 113 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 362 in the X datas point -------------- - --- Configuration: 3303-1011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10227751572.005417 - --- Energy: 73.37868558375581 - --- Workload: 750499000000.0 + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 87 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Energy efficiency: 6928278461.367919 - --- Energy: 53.6166443408558 - --- Workload: 371471000000.0 + --- Configuration: 111111-2-1 + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (53.6166443408558 mAh) it is NOT far from the median. ---- Median :53.6166443408558, the gap is : 10 ---- So No we don't romove this configuration '0303-1001' - --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '0022-3300' +--- The energy of the current configuration (58.45814541687684 mAh) it is NOT far from the median. +--- Median :58.45814541687684, the gap is : 10 +--- So No we don't romove this configuration '011111-2-1' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '110111-2-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0022-3300' ---- Neighbour 0 in the list of neghbours, And at position 212 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '110111-2-0' +--- Neighbour 0 in the list of neghbours, And at position 213 in the X datas point -------------- - --- Configuration: 0022-3300 + --- Configuration: 110111-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 9258659160.980307 - --- Energy: 46.9330182291436 - --- Workload: 434536000000.0 + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 214 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 217 in the X datas point -------------- - --- Configuration: 0222-3300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10575598076.510221 - --- Energy: 50.06110945250575 - --- Workload: 529426000000.0 + --- Configuration: 110111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 1 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 52 in the X datas point -------------- - --- Configuration: 0033-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 9 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 145 in the X datas point -------------- - --- Configuration: 0010-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6532788063.289651 - --- Energy: 42.64544340651106 - --- Workload: 278594000000.0 + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 99 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 206 in the X datas point -------------- - --- Configuration: 0011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7849108733.703288 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 102 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 265 in the X datas point -------------- - --- Configuration: 0033-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8336042547.16116 - --- Energy: 59.96771726749321 - --- Workload: 499893000000.0 + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 111 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 595 in the X datas point -------------- - --- Configuration: 0011-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6806981239.9597025 - --- Energy: 35.94259902860859 - --- Workload: 244660000000.0 + --- Configuration: 110101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 118 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 0222-0300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9750580159.519491 - --- Energy: 43.43833566298026 - --- Workload: 423547000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 126 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 54 in the X datas point -------------- - --- Configuration: 0002-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5449442794.474265 - --- Energy: 38.132247384977575 - --- Workload: 207799000000.0 + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 130 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 2022-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10578920865.440357 - --- Energy: 50.18755172966964 - --- Workload: 530930000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0022-3300' ---- Neighbour 0 in the list of neghbours, And at position 111 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '110111-2-0' +--- Neighbour 0 in the list of neghbours, And at position 265 in the X datas point -------------- - --- Configuration: 0011-3000 + --- Configuration: 111111-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 6806981239.9597025 - --- Energy: 35.94259902860859 - --- Workload: 244660000000.0 + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 126 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 54 in the X datas point -------------- - --- Configuration: 0002-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5449442794.474265 - --- Energy: 38.132247384977575 - --- Workload: 207799000000.0 + --- Configuration: 110101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 99 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 206 in the X datas point -------------- - --- Configuration: 0011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7849108733.703288 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 9 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 213 in the X datas point -------------- - --- Configuration: 0010-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6532788063.289651 - --- Energy: 42.64544340651106 - --- Workload: 278594000000.0 + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 118 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 595 in the X datas point -------------- - --- Configuration: 0222-0300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9750580159.519491 - --- Energy: 43.43833566298026 - --- Workload: 423547000000.0 + --- Configuration: 110101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 212 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 217 in the X datas point -------------- - --- Configuration: 0022-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9258659160.980307 - --- Energy: 46.9330182291436 - --- Workload: 434536000000.0 + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 214 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 145 in the X datas point -------------- - --- Configuration: 0222-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10575598076.510221 - --- Energy: 50.06110945250575 - --- Workload: 529426000000.0 + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 130 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 2022-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10578920865.440357 - --- Energy: 50.18755172966964 - --- Workload: 530930000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 1 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 52 in the X datas point -------------- - --- Configuration: 0033-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 102 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 0033-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8336042547.16116 - --- Energy: 59.96771726749321 - --- Workload: 499893000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 118 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 595 in the X datas point -------------- - --- Configuration: 0222-0300 - --- Energy efficiency: 9750580159.519491 - --- Energy: 43.43833566298026 - --- Workload: 423547000000.0 + --- Configuration: 110101-2-0 + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (43.43833566298026 mAh) it is NOT far from the median. ---- Median :43.43833566298026, the gap is : 10 ---- So No we don't romove this configuration '0022-3300' - --- remove_aberrant_points: The value [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '0002-1000' +--- The energy of the current configuration (44.94678636770851 mAh) it is NOT far from the median. +--- Median :44.94678636770851, the gap is : 10 +--- So No we don't romove this configuration '110111-2-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '333333-3-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0002-1000' ---- Neighbour 0 in the list of neghbours, And at position 213 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-3-2' +--- Neighbour 0 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 0002-1000 + --- Configuration: 333333-3-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 4730794158.415373 - --- Energy: 37.456019446944595 - --- Workload: 177197000000.0 + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 214 in the X datas point -------------- - --- Configuration: 0003-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6806147312.252427 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 62 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 503 in the X datas point -------------- - --- Configuration: 0001-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6336774201.724871 - --- Energy: 45.652440385434886 - --- Workload: 289290000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15380805677.362993 + --- Energy: 101.44390963131458 + --- Workload: 1560290000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 75 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 0000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 84 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 53 in the X datas point -------------- - --- Configuration: 2002-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7263008047.412917 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 87 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 68 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6928278461.367919 - --- Energy: 53.6166443408558 - --- Workload: 371471000000.0 + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 90 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 101 in the X datas point -------------- - --- Configuration: 2002-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8795770993.306417 - --- Energy: 48.71596839606954 - --- Workload: 428493000000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 92 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 117 in the X datas point -------------- - --- Configuration: 0202-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8895689149.038376 - --- Energy: 48.8428586507307 - --- Workload: 434491000000.0 + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 176 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 191 in the X datas point -------------- - --- Configuration: 0222-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9969791531.659073 - --- Energy: 42.75164023390624 - --- Workload: 426227000000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 231 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 240 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7144898542.440698 - --- Energy: 51.89988274563883 - --- Workload: 370819000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0002-1000' ---- Neighbour 0 in the list of neghbours, And at position 75 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-3-2' +--- Neighbour 0 in the list of neghbours, And at position 68 in the X datas point -------------- - --- Configuration: 0000-1000 + --- Configuration: 333333-3-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 213 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 53 in the X datas point -------------- - --- Configuration: 0002-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4730794158.415373 - --- Energy: 37.456019446944595 - --- Workload: 177197000000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 84 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 2002-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7263008047.412917 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 176 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 240 in the X datas point -------------- - --- Configuration: 0222-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9969791531.659073 - --- Energy: 42.75164023390624 - --- Workload: 426227000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 62 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 191 in the X datas point -------------- - --- Configuration: 0001-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6336774201.724871 - --- Energy: 45.652440385434886 - --- Workload: 289290000000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 90 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 503 in the X datas point -------------- - --- Configuration: 2002-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8795770993.306417 - --- Energy: 48.71596839606954 - --- Workload: 428493000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15380805677.362993 + --- Energy: 101.44390963131458 + --- Workload: 1560290000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 92 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 0202-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8895689149.038376 - --- Energy: 48.8428586507307 - --- Workload: 434491000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 231 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 117 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7144898542.440698 - --- Energy: 51.89988274563883 - --- Workload: 370819000000.0 + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 87 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 101 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6928278461.367919 - --- Energy: 53.6166443408558 - --- Workload: 371471000000.0 + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 214 in the X datas point -------------- - --- Configuration: 0003-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6806147312.252427 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 62 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 191 in the X datas point -------------- - --- Configuration: 0001-1100 - --- Energy efficiency: 6336774201.724871 - --- Energy: 45.652440385434886 - --- Workload: 289290000000.0 + --- Configuration: 333333-3-3 + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (45.652440385434886 mAh) it is NOT far from the median. ---- Median :45.652440385434886, the gap is : 10 ---- So No we don't romove this configuration '0002-1000' - --- remove_aberrant_points: The value [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '0222-3300' +--- The energy of the current configuration (112.252246650916 mAh) is far from the median. +--- Median :99.8453916327805, the gap is : 10 +--- So yes we remove this configuration '333333-3-2' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '333333-0-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0222-3300' ---- Neighbour 0 in the list of neghbours, And at position 214 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-0-3' +--- Neighbour 0 in the list of neghbours, And at position 215 in the X datas point -------------- - --- Configuration: 0222-3300 + --- Configuration: 333333-0-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 10575598076.510221 - --- Energy: 50.06110945250575 - --- Workload: 529426000000.0 + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 118 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 34 in the X datas point -------------- - --- Configuration: 0222-0300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9750580159.519491 - --- Energy: 43.43833566298026 - --- Workload: 423547000000.0 + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 212 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 95 in the X datas point -------------- - --- Configuration: 0022-3300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9258659160.980307 - --- Energy: 46.9330182291436 - --- Workload: 434536000000.0 + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 23 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 99 in the X datas point -------------- - --- Configuration: 3333-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9963434196.49885 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 100 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 137 in the X datas point -------------- - --- Configuration: 2222-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11468876336.840899 - --- Energy: 53.84120579706395 - --- Workload: 617498000000.0 + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12840398976.87701 + --- Energy: 86.4225033041374 + --- Workload: 1109700000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 170 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 185 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11414873580.275099 - --- Energy: 57.359112207692405 - --- Workload: 654747000000.0 + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 202 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 232 in the X datas point -------------- - --- Configuration: 1111-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9442424814.692413 - --- Energy: 43.80740929766881 - --- Workload: 413650000000.0 + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 228 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 340 in the X datas point -------------- - --- Configuration: 0333-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8547519937.090253 - --- Energy: 58.44164899316907 - --- Workload: 499532000000.0 + --- Configuration: 330333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12362391133.693079 + --- Energy: 92.82346734847745 + --- Workload: 1147520000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 236 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 483 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11529065350.201126 - --- Energy: 56.827789322012976 - --- Workload: 655171000000.0 + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 1 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 487 in the X datas point -------------- - --- Configuration: 0033-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0222-3300' ---- Neighbour 0 in the list of neghbours, And at position 118 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-0-3' +--- Neighbour 0 in the list of neghbours, And at position 483 in the X datas point -------------- - --- Configuration: 0222-0300 + --- Configuration: 333333-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 9750580159.519491 - --- Energy: 43.43833566298026 - --- Workload: 423547000000.0 + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 202 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 232 in the X datas point -------------- - --- Configuration: 1111-3300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9442424814.692413 - --- Energy: 43.80740929766881 - --- Workload: 413650000000.0 + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 212 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 34 in the X datas point -------------- - --- Configuration: 0022-3300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9258659160.980307 - --- Energy: 46.9330182291436 - --- Workload: 434536000000.0 + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 214 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 95 in the X datas point -------------- - --- Configuration: 0222-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10575598076.510221 - --- Energy: 50.06110945250575 - --- Workload: 529426000000.0 + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 1 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 487 in the X datas point -------------- - --- Configuration: 0033-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 100 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 137 in the X datas point -------------- - --- Configuration: 2222-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11468876336.840899 - --- Energy: 53.84120579706395 - --- Workload: 617498000000.0 + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12840398976.87701 + --- Energy: 86.4225033041374 + --- Workload: 1109700000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 236 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 215 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11529065350.201126 - --- Energy: 56.827789322012976 - --- Workload: 655171000000.0 + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 170 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 99 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11414873580.275099 - --- Energy: 57.359112207692405 - --- Workload: 654747000000.0 + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 228 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 340 in the X datas point -------------- - --- Configuration: 0333-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8547519937.090253 - --- Energy: 58.44164899316907 - --- Workload: 499532000000.0 + --- Configuration: 330333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12362391133.693079 + --- Energy: 92.82346734847745 + --- Workload: 1147520000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 23 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 185 in the X datas point -------------- - --- Configuration: 3333-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9963434196.49885 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 1 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 487 in the X datas point -------------- - --- Configuration: 0033-3000 - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Configuration: 333333-1-3 + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (53.35616382684589 mAh) it is NOT far from the median. ---- Median :53.35616382684589, the gap is : 10 ---- So No we don't romove this configuration '0222-3300' - --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '3030-2000' +--- The energy of the current configuration (86.40713429401492 mAh) it is NOT far from the median. +--- Median :86.40713429401492, the gap is : 10 +--- So No we don't romove this configuration '333333-0-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 0, 0, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '110100-1-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3030-2000' ---- Neighbour 0 in the list of neghbours, And at position 215 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '110100-1-3' +--- Neighbour 0 in the list of neghbours, And at position 216 in the X datas point -------------- - --- Configuration: 3030-2000 + --- Configuration: 110100-1-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 5441732647.675019 - --- Energy: 35.287807273153724 - --- Workload: 192027000000.0 + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 35 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 79 in the X datas point -------------- - --- Configuration: 3030-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4306298392.02818 - --- Energy: 43.625602385234735 - --- Workload: 187865000000.0 + --- Configuration: 100101-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 89 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 373 in the X datas point -------------- - --- Configuration: 0030-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4809102669.532892 - --- Energy: 35.93660318178646 - --- Workload: 172823000000.0 + --- Configuration: 222200-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11496525749.918375 + --- Energy: 80.2428888615872 + --- Workload: 922514000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 114 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 558 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3742206854.226074 - --- Energy: 34.88131927324178 - --- Workload: 130533000000.0 + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 148 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 693 in the X datas point -------------- - --- Configuration: 3030-2002 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8823477508.95583 - --- Energy: 65.30338482528335 - --- Workload: 576204000000.0 + --- Configuration: 110100-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13984468848.896416 + --- Energy: 73.46366427282355 + --- Workload: 1027350000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 234 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 747 in the X datas point -------------- - --- Configuration: 3330-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7804268935.107504 - --- Energy: 38.575829271360156 - --- Workload: 301057000000.0 + --- Configuration: 101100-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5792903692.976104 + --- Energy: 13.162529333531099 + --- Workload: 76249300000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 5 in the X datas point -------------- - --- Configuration: 3330-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5822958761.806049 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 29 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 80 in the X datas point -------------- - --- Configuration: 3000-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 140 in the X datas point -------------- - --- Configuration: 3300-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3030-2000' ---- Neighbour 0 in the list of neghbours, And at position 114 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '110100-1-3' +--- Neighbour 0 in the list of neghbours, And at position 747 in the X datas point -------------- - --- Configuration: 3000-2000 + --- Configuration: 101100-1-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 3742206854.226074 - --- Energy: 34.88131927324178 - --- Workload: 130533000000.0 + --- Energy efficiency: 5792903692.976104 + --- Energy: 13.162529333531099 + --- Workload: 76249300000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 215 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 558 in the X datas point -------------- - --- Configuration: 3030-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5441732647.675019 - --- Energy: 35.287807273153724 - --- Workload: 192027000000.0 + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 89 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 5 in the X datas point -------------- - --- Configuration: 0030-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4809102669.532892 - --- Energy: 35.93660318178646 - --- Workload: 172823000000.0 + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 29 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 35 in the X datas point -------------- - --- Configuration: 3000-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4149980287.5936337 - --- Energy: 36.1860248822606 - --- Workload: 150171000000.0 + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 80 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 79 in the X datas point -------------- - --- Configuration: 3300-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Configuration: 100101-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 140 in the X datas point -------------- - --- Configuration: 3330-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5822958761.806049 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 234 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 693 in the X datas point -------------- - --- Configuration: 3330-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7804268935.107504 - --- Energy: 38.575829271360156 - --- Workload: 301057000000.0 + --- Configuration: 110100-2-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13984468848.896416 + --- Energy: 73.46366427282355 + --- Workload: 1027350000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 216 in the X datas point -------------- - --- Configuration: 3030-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4306298392.02818 - --- Energy: 43.625602385234735 - --- Workload: 187865000000.0 + --- Configuration: 110100-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 148 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 373 in the X datas point -------------- - --- Configuration: 3030-2002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8823477508.95583 - --- Energy: 65.30338482528335 - --- Workload: 576204000000.0 + --- Configuration: 222200-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11496525749.918375 + --- Energy: 80.2428888615872 + --- Workload: 922514000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 45 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 80 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 110111-1-2 + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (36.96583597689362 mAh) it is NOT far from the median. ---- Median :36.96583597689362, the gap is : 10 ---- So No we don't romove this configuration '3030-2000' - --- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '1100-0110' +--- The energy of the current configuration (77.6226342959476 mAh) is far from the median. +--- Median :64.195799103128, the gap is : 10 +--- So yes we remove this configuration '110100-1-3' +--- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 0, 0, 1.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '110111-2-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1100-0110' ---- Neighbour 0 in the list of neghbours, And at position 216 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '110111-2-0' +--- Neighbour 0 in the list of neghbours, And at position 213 in the X datas point -------------- - --- Configuration: 1100-0110 + --- Configuration: 110111-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 7524397860.061248 - --- Energy: 41.9385253841261 - --- Workload: 315563000000.0 + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 217 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 110111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 161 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 52 in the X datas point -------------- - --- Configuration: 1100-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5236287472.182222 - --- Energy: 35.478097414979636 - --- Workload: 185774000000.0 + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 185 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 145 in the X datas point -------------- - --- Configuration: 1000-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4407169583.478402 - --- Energy: 34.828482821374045 - --- Workload: 153495000000.0 + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 221 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 206 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2083511299.9235353 - --- Energy: 29.12766521649349 - --- Workload: 60687800000.0 + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 224 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 265 in the X datas point -------------- - --- Configuration: 1100-0222 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10065860928.052246 - --- Energy: 83.39866371497797 - --- Workload: 839479000000.0 + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 240 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 595 in the X datas point -------------- - --- Configuration: 1101-1110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9910704551.9866 - --- Energy: 49.880002810073556 - --- Workload: 494348000000.0 + --- Configuration: 110101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 1000-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6501654671.113798 - --- Energy: 42.85376093977719 - --- Workload: 278621000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 54 in the X datas point -------------- - --- Configuration: 1000-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1100-0110' ---- Neighbour 0 in the list of neghbours, And at position 221 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '110111-2-0' +--- Neighbour 0 in the list of neghbours, And at position 265 in the X datas point -------------- - --- Configuration: 1100-0000 + --- Configuration: 111111-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 2083511299.9235353 - --- Energy: 29.12766521649349 - --- Workload: 60687800000.0 + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 33 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 54 in the X datas point -------------- - --- Configuration: 1000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 + --- Configuration: 110101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 206 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 213 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 185 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 595 in the X datas point -------------- - --- Configuration: 1000-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4407169583.478402 - --- Energy: 34.828482821374045 - --- Workload: 153495000000.0 + --- Configuration: 110101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 161 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 217 in the X datas point -------------- - --- Configuration: 1100-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5236287472.182222 - --- Energy: 35.478097414979636 - --- Workload: 185774000000.0 + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 216 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 145 in the X datas point -------------- - --- Configuration: 1100-0110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7524397860.061248 - --- Energy: 41.9385253841261 - --- Workload: 315563000000.0 + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 1000-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6501654671.113798 - --- Energy: 42.85376093977719 - --- Workload: 278621000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 240 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 52 in the X datas point -------------- - --- Configuration: 1101-1110 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9910704551.9866 - --- Energy: 49.880002810073556 - --- Workload: 494348000000.0 + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 224 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 1100-0222 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10065860928.052246 - --- Energy: 83.39866371497797 - --- Workload: 839479000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 185 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 595 in the X datas point -------------- - --- Configuration: 1000-0100 - --- Energy efficiency: 4407169583.478402 - --- Energy: 34.828482821374045 - --- Workload: 153495000000.0 + --- Configuration: 110101-2-0 + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (34.828482821374045 mAh) it is NOT far from the median. ---- Median :34.828482821374045, the gap is : 10 ---- So No we don't romove this configuration '1100-0110' - --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '1100-3330' +--- The energy of the current configuration (44.94678636770851 mAh) it is NOT far from the median. +--- Median :44.94678636770851, the gap is : 10 +--- So No we don't romove this configuration '110111-2-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '011011-1-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1100-3330' ---- Neighbour 0 in the list of neghbours, And at position 217 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '011011-1-0' +--- Neighbour 0 in the list of neghbours, And at position 218 in the X datas point -------------- - --- Configuration: 1100-3330 + --- Configuration: 011011-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 9132169894.888725 - --- Energy: 48.617857913878716 - --- Workload: 443986000000.0 + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 132 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 208 in the X datas point -------------- - --- Configuration: 1110-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9413093613.215984 - --- Energy: 49.7061517933472 - --- Workload: 467887000000.0 + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 222 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 337 in the X datas point -------------- - --- Configuration: 1110-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8963143553.707155 - --- Energy: 52.92171748044021 - --- Workload: 474343000000.0 + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 26 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 585 in the X datas point -------------- - --- Configuration: 0000-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7665772326.561901 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9783204195.037958 + --- Energy: 30.276377856940353 + --- Workload: 296200000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 123 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 696 in the X datas point -------------- - --- Configuration: 2220-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9571301409.852697 - --- Energy: 49.20594289132612 - --- Workload: 470964000000.0 + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9422317701.708267 + --- Energy: 31.27446828861957 + --- Workload: 294678000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 143 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 704 in the X datas point -------------- - --- Configuration: 0200-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8906781623.528154 - --- Energy: 47.48626285009536 - --- Workload: 422949000000.0 + --- Configuration: 011111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11754748918.563099 + --- Energy: 32.64170010691823 + --- Workload: 383695000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 169 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 765 in the X datas point -------------- - --- Configuration: 1111-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10965958375.4152 - --- Energy: 49.989818506242955 - --- Workload: 548186000000.0 + --- Configuration: 011011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6266331626.802354 + --- Energy: 12.105878961419078 + --- Workload: 75859500000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 191 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 149 in the X datas point -------------- - --- Configuration: 1100-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5338401255.591975 - --- Energy: 35.023609845408956 - --- Workload: 186970000000.0 + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 225 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 155 in the X datas point -------------- - --- Configuration: 1001-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9487576019.202854 - --- Energy: 49.10228531809563 - --- Workload: 465862000000.0 + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 242 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 167 in the X datas point -------------- - --- Configuration: 2200-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7549106940.648921 - --- Energy: 41.72057827645338 - --- Workload: 314953000000.0 + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1100-3330' ---- Neighbour 0 in the list of neghbours, And at position 191 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '011011-1-0' +--- Neighbour 0 in the list of neghbours, And at position 765 in the X datas point -------------- - --- Configuration: 1100-3000 + --- Configuration: 011011-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 5338401255.591975 - --- Energy: 35.023609845408956 - --- Workload: 186970000000.0 + --- Energy efficiency: 6266331626.802354 + --- Energy: 12.105878961419078 + --- Workload: 75859500000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 242 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 149 in the X datas point -------------- - --- Configuration: 2200-3300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7549106940.648921 - --- Energy: 41.72057827645338 - --- Workload: 314953000000.0 + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 143 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 585 in the X datas point -------------- - --- Configuration: 0200-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8906781623.528154 - --- Energy: 47.48626285009536 - --- Workload: 422949000000.0 + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9783204195.037958 + --- Energy: 30.276377856940353 + --- Workload: 296200000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 217 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 337 in the X datas point -------------- - --- Configuration: 1100-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9132169894.888725 - --- Energy: 48.617857913878716 - --- Workload: 443986000000.0 + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 26 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 696 in the X datas point -------------- - --- Configuration: 0000-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7665772326.561901 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9422317701.708267 + --- Energy: 31.27446828861957 + --- Workload: 294678000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 225 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 218 in the X datas point -------------- - --- Configuration: 1001-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9487576019.202854 - --- Energy: 49.10228531809563 - --- Workload: 465862000000.0 + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 123 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 704 in the X datas point -------------- - --- Configuration: 2220-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9571301409.852697 - --- Energy: 49.20594289132612 - --- Workload: 470964000000.0 + --- Configuration: 011111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11754748918.563099 + --- Energy: 32.64170010691823 + --- Workload: 383695000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 132 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 208 in the X datas point -------------- - --- Configuration: 1110-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9413093613.215984 - --- Energy: 49.7061517933472 - --- Workload: 467887000000.0 + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 169 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 167 in the X datas point -------------- - --- Configuration: 1111-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10965958375.4152 - --- Energy: 49.989818506242955 - --- Workload: 548186000000.0 + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 222 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 155 in the X datas point -------------- - --- Configuration: 1110-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8963143553.707155 - --- Energy: 52.92171748044021 - --- Workload: 474343000000.0 + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 26 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 696 in the X datas point -------------- - --- Configuration: 0000-3330 - --- Energy efficiency: 7665772326.561901 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 + --- Configuration: 010011-1-0 + --- Energy efficiency: 9422317701.708267 + --- Energy: 31.27446828861957 + --- Workload: 294678000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (48.682465076838824 mAh) it is NOT far from the median. ---- Median :48.682465076838824, the gap is : 10 ---- So No we don't romove this configuration '1100-3330' - --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0] ---- Computing the list of the 10 first neighbours of '1001-3030' +--- The energy of the current configuration (31.27446828861957 mAh) it is NOT far from the median. +--- Median :31.27446828861957, the gap is : 10 +--- So No we don't romove this configuration '011011-1-0' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 1, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '100111-3-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1001-3030' ---- Neighbour 0 in the list of neghbours, And at position 218 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '100111-3-1' +--- Neighbour 0 in the list of neghbours, And at position 219 in the X datas point -------------- - --- Configuration: 1001-3030 + --- Configuration: 100111-3-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 7964637011.668193 - --- Energy: 42.24457921399078 - --- Workload: 336462000000.0 + --- Energy efficiency: 11605101602.664532 + --- Energy: 80.0526614822044 + --- Workload: 929019000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 108 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 383 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8871225293.637558 - --- Energy: 42.90551410725298 - --- Workload: 380626000000.0 + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 197 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8938627384.378855 - --- Energy: 42.547359911496315 - --- Workload: 380315000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 225 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 73 in the X datas point -------------- - --- Configuration: 1001-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9487576019.202854 - --- Energy: 49.10228531809563 - --- Workload: 465862000000.0 + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 47 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 97 in the X datas point -------------- - --- Configuration: 1001-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 65 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 116 in the X datas point -------------- - --- Configuration: 1000-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3845281263.097989 - --- Energy: 39.12249647942367 - --- Workload: 150437000000.0 + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 78 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 119 in the X datas point -------------- - --- Configuration: 1001-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9166575000.916658 - --- Energy: 50.735447078258076 - --- Workload: 465069000000.0 + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 186 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10000990098.019703 - --- Energy: 50.66357196918862 - --- Workload: 506686000000.0 + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 206 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 204 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10558457958.332102 - --- Energy: 49.51707772839275 - --- Workload: 522824000000.0 + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 227 in the X datas point -------------- - --- Configuration: 0000-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3307720550.5370083 - --- Energy: 35.59789292409111 - --- Workload: 117748000000.0 + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1001-3030' ---- Neighbour 0 in the list of neghbours, And at position 24 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '100111-3-1' +--- Neighbour 0 in the list of neghbours, And at position 227 in the X datas point -------------- - --- Configuration: 0000-3000 + --- Configuration: 000111-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 3307720550.5370083 - --- Energy: 35.59789292409111 - --- Workload: 117748000000.0 + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 65 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 73 in the X datas point -------------- - --- Configuration: 1000-0030 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3845281263.097989 - --- Energy: 39.12249647942367 - --- Workload: 150437000000.0 + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 47 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 119 in the X datas point -------------- - --- Configuration: 1001-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 218 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 1001-3030 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7964637011.668193 - --- Energy: 42.24457921399078 - --- Workload: 336462000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 197 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 186 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8938627384.378855 - --- Energy: 42.547359911496315 - --- Workload: 380315000000.0 + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 108 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 204 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8871225293.637558 - --- Energy: 42.90551410725298 - --- Workload: 380626000000.0 + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 225 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 97 in the X datas point -------------- - --- Configuration: 1001-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9487576019.202854 - --- Energy: 49.10228531809563 - --- Workload: 465862000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 206 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 383 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10558457958.332102 - --- Energy: 49.51707772839275 - --- Workload: 522824000000.0 + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 219 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10000990098.019703 - --- Energy: 50.66357196918862 - --- Workload: 506686000000.0 + --- Configuration: 100111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11605101602.664532 + --- Energy: 80.0526614822044 + --- Workload: 929019000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 78 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 116 in the X datas point -------------- - --- Configuration: 1001-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9166575000.916658 - --- Energy: 50.735447078258076 - --- Workload: 465069000000.0 + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 197 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 186 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Energy efficiency: 8938627384.378855 - --- Energy: 42.547359911496315 - --- Workload: 380315000000.0 + --- Configuration: 101011-3-1 + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (42.547359911496315 mAh) it is NOT far from the median. ---- Median :42.547359911496315, the gap is : 10 ---- So No we don't romove this configuration '1001-3030' - --- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1] ---- Computing the list of the 10 first neighbours of '0100-1011' +--- The energy of the current configuration (80.0526614822044 mAh) is far from the median. +--- Median :67.8209046191028, the gap is : 10 +--- So yes we remove this configuration '100111-3-1' +--- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 1, 1, 3.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '010100-0-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0100-1011' ---- Neighbour 0 in the list of neghbours, And at position 219 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '010100-0-0' +--- Neighbour 0 in the list of neghbours, And at position 220 in the X datas point -------------- - --- Configuration: 0100-1011 + --- Configuration: 010100-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 8993129249.25357 - --- Energy: 47.97458475843469 - --- Workload: 431441000000.0 + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 181 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 683 in the X datas point -------------- - --- Configuration: 1100-1011 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9277212383.22309 - --- Energy: 48.61244404745341 - --- Workload: 450987000000.0 + --- Configuration: 010100-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8609853115.905842 + --- Energy: 29.1448725037754 + --- Workload: 250933000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 61 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 60 in the X datas point -------------- - --- Configuration: 0000-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5325891287.907031 - --- Energy: 45.45847467114993 - --- Workload: 242107000000.0 + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 115 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 278 in the X datas point -------------- - --- Configuration: 0110-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7487495881.877265 - --- Energy: 41.820066635010036 - --- Workload: 313127000000.0 + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 162 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 282 in the X datas point -------------- - --- Configuration: 1100-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7522756337.9222145 - --- Energy: 41.562953026807364 - --- Workload: 312668000000.0 + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 196 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 302 in the X datas point -------------- - --- Configuration: 0000-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9945201937.325336 - --- Energy: 53.14600789669191 - --- Workload: 528549000000.0 + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 7 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 464 in the X datas point -------------- - --- Configuration: 1000-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6501654671.113798 - --- Energy: 42.85376093977719 - --- Workload: 278621000000.0 + --- Configuration: 010110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9252662453.621029 + --- Energy: 32.02904675461461 + --- Workload: 296355000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 513 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 75 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 515 in the X datas point -------------- - --- Configuration: 0000-1000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3211871075.4950294 + --- Energy: 23.98412276526465 + --- Workload: 77034000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 81 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 668 in the X datas point -------------- - --- Configuration: 0000-0001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3321398441.599851 - --- Energy: 35.588916806469584 - --- Workload: 118205000000.0 + --- Configuration: 001100-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3284525287.5601892 + --- Energy: 23.657962241570964 + --- Workload: 77705200000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0100-1011' ---- Neighbour 0 in the list of neghbours, And at position 75 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '010100-0-0' +--- Neighbour 0 in the list of neghbours, And at position 278 in the X datas point -------------- - --- Configuration: 0000-1000 + --- Configuration: 000000-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 81 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 302 in the X datas point -------------- - --- Configuration: 0000-0001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3321398441.599851 - --- Energy: 35.588916806469584 - --- Workload: 118205000000.0 + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 220 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 162 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 668 in the X datas point -------------- - --- Configuration: 1100-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7522756337.9222145 - --- Energy: 41.562953026807364 - --- Workload: 312668000000.0 + --- Configuration: 001100-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3284525287.5601892 + --- Energy: 23.657962241570964 + --- Workload: 77705200000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 115 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 515 in the X datas point -------------- - --- Configuration: 0110-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7487495881.877265 - --- Energy: 41.820066635010036 - --- Workload: 313127000000.0 + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3211871075.4950294 + --- Energy: 23.98412276526465 + --- Workload: 77034000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 7 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 282 in the X datas point -------------- - --- Configuration: 1000-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6501654671.113798 - --- Energy: 42.85376093977719 - --- Workload: 278621000000.0 + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 61 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 60 in the X datas point -------------- - --- Configuration: 0000-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5325891287.907031 - --- Energy: 45.45847467114993 - --- Workload: 242107000000.0 + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 219 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 513 in the X datas point -------------- - --- Configuration: 0100-1011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8993129249.25357 - --- Energy: 47.97458475843469 - --- Workload: 431441000000.0 + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 181 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 683 in the X datas point -------------- - --- Configuration: 1100-1011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9277212383.22309 - --- Energy: 48.61244404745341 - --- Workload: 450987000000.0 + --- Configuration: 010100-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8609853115.905842 + --- Energy: 29.1448725037754 + --- Workload: 250933000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 196 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 464 in the X datas point -------------- - --- Configuration: 0000-1111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9945201937.325336 - --- Energy: 53.14600789669191 - --- Workload: 528549000000.0 + --- Configuration: 010110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9252662453.621029 + --- Energy: 32.02904675461461 + --- Workload: 296355000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 115 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 515 in the X datas point -------------- - --- Configuration: 0110-1001 - --- Energy efficiency: 7487495881.877265 - --- Energy: 41.820066635010036 - --- Workload: 313127000000.0 + --- Configuration: 110000-0-0 + --- Energy efficiency: 3211871075.4950294 + --- Energy: 23.98412276526465 + --- Workload: 77034000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (41.820066635010036 mAh) it is NOT far from the median. ---- Median :41.820066635010036, the gap is : 10 ---- So No we don't romove this configuration '0100-1011' - --- remove_aberrant_points: The value [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1] ---- Computing the list of the 10 first neighbours of '0330-0002' +--- The energy of the current configuration (23.98412276526465 mAh) it is NOT far from the median. +--- Median :23.98412276526465, the gap is : 10 +--- So No we don't romove this configuration '010100-0-0' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '222202-3-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0330-0002' ---- Neighbour 0 in the list of neghbours, And at position 220 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '222202-3-0' +--- Neighbour 0 in the list of neghbours, And at position 221 in the X datas point -------------- - --- Configuration: 0330-0002 + --- Configuration: 222202-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 6611526535.36175 - --- Energy: 47.579797377976384 - --- Workload: 314575000000.0 + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 188 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 138 in the X datas point -------------- - --- Configuration: 0333-0002 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8955437741.79682 - --- Energy: 70.26399021141525 - --- Workload: 629243000000.0 + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 222 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 8 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 239 in the X datas point -------------- - --- Configuration: 0020-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8089829466.394849 - --- Energy: 66.44909360627778 - --- Workload: 537560000000.0 + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 751 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 222002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11099222610.448364 + --- Energy: 16.982170959553237 + --- Workload: 188489000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 60 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 18 in the X datas point -------------- - --- Configuration: 0330-0111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7854719115.244439 - --- Energy: 56.794731664850964 - --- Workload: 446108000000.0 + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 86 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 25 in the X datas point -------------- - --- Configuration: 0220-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5040602049.508794 - --- Energy: 36.67117347490831 - --- Workload: 184845000000.0 + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 89 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 110 in the X datas point -------------- - --- Configuration: 0030-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4809102669.532892 - --- Energy: 35.93660318178646 - --- Workload: 172823000000.0 + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 94 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 113 in the X datas point -------------- - --- Configuration: 0220-1001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7282684688.88371 - --- Energy: 43.18443043197562 - --- Workload: 314499000000.0 + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 106 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 251 in the X datas point -------------- - --- Configuration: 0333-0011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9607255399.277534 - --- Energy: 65.95120166169613 - --- Workload: 633609000000.0 + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0330-0002' ---- Neighbour 0 in the list of neghbours, And at position 5 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222202-3-0' +--- Neighbour 0 in the list of neghbours, And at position 751 in the X datas point -------------- - --- Configuration: 0030-0000 + --- Configuration: 222002-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Energy efficiency: 11099222610.448364 + --- Energy: 16.982170959553237 + --- Workload: 188489000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 25 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 89 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 18 in the X datas point -------------- - --- Configuration: 0030-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4809102669.532892 - --- Energy: 35.93660318178646 - --- Workload: 172823000000.0 + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 86 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 110 in the X datas point -------------- - --- Configuration: 0220-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5040602049.508794 - --- Energy: 36.67117347490831 - --- Workload: 184845000000.0 + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 94 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 239 in the X datas point -------------- - --- Configuration: 0220-1001 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7282684688.88371 - --- Energy: 43.18443043197562 - --- Workload: 314499000000.0 + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 220 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 113 in the X datas point -------------- - --- Configuration: 0330-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6611526535.36175 - --- Energy: 47.579797377976384 - --- Workload: 314575000000.0 + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 60 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 222 in the X datas point -------------- - --- Configuration: 0330-0111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7854719115.244439 - --- Energy: 56.794731664850964 - --- Workload: 446108000000.0 + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 106 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 221 in the X datas point -------------- - --- Configuration: 0333-0011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9607255399.277534 - --- Energy: 65.95120166169613 - --- Workload: 633609000000.0 + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 8 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 138 in the X datas point -------------- - --- Configuration: 0020-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8089829466.394849 - --- Energy: 66.44909360627778 - --- Workload: 537560000000.0 + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 188 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 251 in the X datas point -------------- - --- Configuration: 0333-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8955437741.79682 - --- Energy: 70.26399021141525 - --- Workload: 629243000000.0 + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 94 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 239 in the X datas point -------------- - --- Configuration: 0220-1001 - --- Energy efficiency: 7282684688.88371 - --- Energy: 43.18443043197562 - --- Workload: 314499000000.0 + --- Configuration: 222222-3-0 + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (43.18443043197562 mAh) it is NOT far from the median. ---- Median :43.18443043197562, the gap is : 10 ---- So No we don't romove this configuration '0330-0002' - --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '1100-0000' +--- The energy of the current configuration (68.8022036229322 mAh) it is NOT far from the median. +--- Median :68.8022036229322, the gap is : 10 +--- So No we don't romove this configuration '222202-3-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 0, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '222222-3-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1100-0000' ---- Neighbour 0 in the list of neghbours, And at position 36 in the X datas point --------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 --------------- ---- Neighbour 1 in the list of neghbours, And at position 221 in the X datas point --------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 2083511299.9235353 - --- Energy: 29.12766521649349 - --- Workload: 60687800000.0 --------------- ---- Neighbour 2 in the list of neghbours, And at position 33 in the X datas point --------------- - --- Configuration: 1000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 --------------- ---- Neighbour 3 in the list of neghbours, And at position 37 in the X datas point --------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 --------------- ---- Neighbour 4 in the list of neghbours, And at position 38 in the X datas point --------------- - --- Configuration: 1110-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2905397356.669485 - --- Energy: 30.668041259477853 - --- Workload: 89102900000.0 --------------- ---- Neighbour 5 in the list of neghbours, And at position 42 in the X datas point --------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 --------------- ---- Neighbour 6 in the list of neghbours, And at position 16 in the X datas point --------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 --------------- ---- Neighbour 7 in the list of neghbours, And at position 17 in the X datas point --------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 --------------- ---- Neighbour 8 in the list of neghbours, And at position 32 in the X datas point --------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 --------------- ---- Neighbour 9 in the list of neghbours, And at position 34 in the X datas point --------------- - --- Configuration: 2000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 --------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1100-0000' ---- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point --------------- - --- Configuration: 2000-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 --------------- ---- Neighbour 1 in the list of neghbours, And at position 221 in the X datas point --------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 2083511299.9235353 - --- Energy: 29.12766521649349 - --- Workload: 60687800000.0 --------------- ---- Neighbour 2 in the list of neghbours, And at position 33 in the X datas point --------------- - --- Configuration: 1000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 997516184.7000968 - --- Energy: 29.543907709942122 - --- Workload: 29470600000.0 --------------- ---- Neighbour 3 in the list of neghbours, And at position 32 in the X datas point --------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 --------------- ---- Neighbour 4 in the list of neghbours, And at position 17 in the X datas point --------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 --------------- ---- Neighbour 5 in the list of neghbours, And at position 36 in the X datas point --------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 --------------- ---- Neighbour 6 in the list of neghbours, And at position 37 in the X datas point --------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 --------------- ---- Neighbour 7 in the list of neghbours, And at position 16 in the X datas point --------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 --------------- ---- Neighbour 8 in the list of neghbours, And at position 38 in the X datas point --------------- - --- Configuration: 1110-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2905397356.669485 - --- Energy: 30.668041259477853 - --- Workload: 89102900000.0 --------------- ---- Neighbour 9 in the list of neghbours, And at position 42 in the X datas point --------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 --------------- --------------- ---- Median at position 4 in the list of neghbours, And at position 17 in the X datas point --------------- - --- Configuration: 0000-0000 - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 --------------- ---- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (30.027102694886654 mAh) it is NOT far from the median. ---- Median :30.027102694886654, the gap is : 10 ---- So No we don't romove this configuration '1100-0000' - --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '1110-3330' -*** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] - ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] -*** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] - ... - [0.63473642] - [0.48322508] - [0.76130039]] - - [[0.52921334] - [1. ] - [0.48322508] - ... - [0.48322508] - [0.52921334] - [0.48322508]] - - [[0.76130039] - [0.48322508] - [1. ] - ... - [0.57957828] - [0.44123317] - [0.69514393]] - - ... - - [[0.63473642] - [0.48322508] - [0.57957828] - ... - [1. ] - [0.44123317] - [0.57957828]] - - [[0.48322508] - [0.52921334] - [0.44123317] - ... - [0.44123317] - [1. ] - [0.52921334]] - - [[0.76130039] - [0.48322508] - [0.69514393] - ... - [0.57957828] - [0.52921334] - [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1110-3330' ---- Neighbour 0 in the list of neghbours, And at position 132 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-3-0' +--- Neighbour 0 in the list of neghbours, And at position 222 in the X datas point -------------- - --- Configuration: 1110-3330 + --- Configuration: 222222-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 9413093613.215984 - --- Energy: 49.7061517933472 - --- Workload: 467887000000.0 + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 222 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 239 in the X datas point -------------- - --- Configuration: 1110-3330 + --- Configuration: 222222-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 8963143553.707155 - --- Energy: 52.92171748044021 - --- Workload: 474343000000.0 + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 123 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 221 in the X datas point -------------- - --- Configuration: 2220-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9571301409.852697 - --- Energy: 49.20594289132612 - --- Workload: 470964000000.0 + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 169 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 251 in the X datas point -------------- - --- Configuration: 1111-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10965958375.4152 - --- Energy: 49.989818506242955 - --- Workload: 548186000000.0 + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 217 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 309 in the X datas point -------------- - --- Configuration: 1100-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9132169894.888725 - --- Energy: 48.617857913878716 - --- Workload: 443986000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 319 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10000990098.019703 - --- Energy: 50.66357196918862 - --- Workload: 506686000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 125 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 366 in the X datas point -------------- - --- Configuration: 2220-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9479212087.891254 - --- Energy: 49.57175430186782 - --- Workload: 469901000000.0 + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 152 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 395 in the X datas point -------------- - --- Configuration: 2220-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8252186829.509821 - --- Energy: 42.07453960416718 - --- Workload: 347206000000.0 + --- Configuration: 222222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 202 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 476 in the X datas point -------------- - --- Configuration: 1111-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9442424814.692413 - --- Energy: 43.80740929766881 - --- Workload: 413650000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15954255957.319174 + --- Energy: 64.94187940590403 + --- Workload: 1036100000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 206 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 41 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10558457958.332102 - --- Energy: 49.51707772839275 - --- Workload: 522824000000.0 + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1110-3330' ---- Neighbour 0 in the list of neghbours, And at position 152 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-3-0' +--- Neighbour 0 in the list of neghbours, And at position 395 in the X datas point -------------- - --- Configuration: 2220-0330 + --- Configuration: 222222-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 8252186829.509821 - --- Energy: 42.07453960416718 - --- Workload: 347206000000.0 + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 202 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 366 in the X datas point -------------- - --- Configuration: 1111-3300 + --- Configuration: 111111-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 9442424814.692413 - --- Energy: 43.80740929766881 - --- Workload: 413650000000.0 + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 217 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 41 in the X datas point -------------- - --- Configuration: 1100-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9132169894.888725 - --- Energy: 48.617857913878716 - --- Workload: 443986000000.0 + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 123 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 476 in the X datas point -------------- - --- Configuration: 2220-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9571301409.852697 - --- Energy: 49.20594289132612 - --- Workload: 470964000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15954255957.319174 + --- Energy: 64.94187940590403 + --- Workload: 1036100000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 206 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 239 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10558457958.332102 - --- Energy: 49.51707772839275 - --- Workload: 522824000000.0 + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 125 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 222 in the X datas point -------------- - --- Configuration: 2220-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9479212087.891254 - --- Energy: 49.57175430186782 - --- Workload: 469901000000.0 + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 132 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 221 in the X datas point -------------- - --- Configuration: 1110-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9413093613.215984 - --- Energy: 49.7061517933472 - --- Workload: 467887000000.0 + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 169 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 251 in the X datas point -------------- - --- Configuration: 1111-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10965958375.4152 - --- Energy: 49.989818506242955 - --- Workload: 548186000000.0 + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 319 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10000990098.019703 - --- Energy: 50.66357196918862 - --- Workload: 506686000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 222 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 309 in the X datas point -------------- - --- Configuration: 1110-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8963143553.707155 - --- Energy: 52.92171748044021 - --- Workload: 474343000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 206 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 239 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Energy efficiency: 10558457958.332102 - --- Energy: 49.51707772839275 - --- Workload: 522824000000.0 + --- Configuration: 222222-3-0 + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (49.51707772839275 mAh) it is NOT far from the median. ---- Median :49.51707772839275, the gap is : 10 ---- So No we don't romove this configuration '1110-3330' - --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 1] ---- Computing the list of the 10 first neighbours of '0011-0222' +--- The energy of the current configuration (68.8022036229322 mAh) it is NOT far from the median. +--- Median :68.8022036229322, the gap is : 10 +--- So No we don't romove this configuration '222222-3-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '330033-2-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0011-0222' +--- Ordered by distance, Printing the list of the 10 first neighbours of '330033-2-1' --- Neighbour 0 in the list of neghbours, And at position 223 in the X datas point -------------- - --- Configuration: 0011-0222 + --- Configuration: 330033-2-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 10205779124.487032 - --- Energy: 84.56198872402297 - --- Workload: 863021000000.0 + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 135 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 203 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 174 in the X datas point -------------- - --- Configuration: 0010-0222 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9876153040.867521 - --- Energy: 82.55859277633934 - --- Workload: 815359000000.0 + --- Configuration: 220022-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 119 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 201 in the X datas point -------------- - --- Configuration: 0011-2022 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10199970420.085781 - --- Energy: 84.69065283515172 - --- Workload: 863842000000.0 + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 160 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 588 in the X datas point -------------- - --- Configuration: 0001-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9243340173.405062 - --- Energy: 40.84258552984255 - --- Workload: 377523000000.0 + --- Configuration: 330033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14150676402.332033 + --- Energy: 65.34824041069513 + --- Workload: 924722000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 244 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 32 in the X datas point -------------- - --- Configuration: 0101-0222 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10233675752.123999 - --- Energy: 84.26690937159533 - --- Workload: 862360000000.0 + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 8 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 62 in the X datas point -------------- - --- Configuration: 0020-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8089829466.394849 - --- Energy: 66.44909360627778 - --- Workload: 537560000000.0 + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 58 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 87 in the X datas point -------------- - --- Configuration: 0001-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4533975344.242078 - --- Energy: 35.4792605525655 - --- Workload: 160862000000.0 + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 85 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 112 in the X datas point -------------- - --- Configuration: 0001-0200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4385426351.149858 - --- Energy: 36.59285860316189 - --- Workload: 160475000000.0 + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 99 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 194 in the X datas point -------------- - --- Configuration: 0011-2200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 7849108733.703288 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0011-0222' ---- Neighbour 0 in the list of neghbours, And at position 58 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '330033-2-1' +--- Neighbour 0 in the list of neghbours, And at position 588 in the X datas point -------------- - --- Configuration: 0001-0020 + --- Configuration: 330033-1-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 4533975344.242078 - --- Energy: 35.4792605525655 - --- Workload: 160862000000.0 + --- Energy efficiency: 14150676402.332033 + --- Energy: 65.34824041069513 + --- Workload: 924722000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 85 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 174 in the X datas point -------------- - --- Configuration: 0001-0200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4385426351.149858 - --- Energy: 36.59285860316189 - --- Workload: 160475000000.0 + --- Configuration: 220022-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 160 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 194 in the X datas point -------------- - --- Configuration: 0001-0220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9243340173.405062 - --- Energy: 40.84258552984255 - --- Workload: 377523000000.0 + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 99 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 87 in the X datas point -------------- - --- Configuration: 0011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7849108733.703288 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 201 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 8 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 62 in the X datas point -------------- - --- Configuration: 0020-0202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8089829466.394849 - --- Energy: 66.44909360627778 - --- Workload: 537560000000.0 + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 203 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 135 in the X datas point -------------- - --- Configuration: 0010-0222 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9876153040.867521 - --- Energy: 82.55859277633934 - --- Workload: 815359000000.0 + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 244 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 112 in the X datas point -------------- - --- Configuration: 0101-0222 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10233675752.123999 - --- Energy: 84.26690937159533 - --- Workload: 862360000000.0 + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 -------------- --- Neighbour 8 in the list of neghbours, And at position 223 in the X datas point -------------- - --- Configuration: 0011-0222 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10205779124.487032 - --- Energy: 84.56198872402297 - --- Workload: 863021000000.0 + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 119 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 32 in the X datas point -------------- - --- Configuration: 0011-2022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10199970420.085781 - --- Energy: 84.69065283515172 - --- Workload: 863842000000.0 + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 10 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 201 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 300033-2-1 + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (84.56198872402297 mAh) is far from the median. ---- Median :50.74428137607953, the gap is : 10 ---- So yes we remove this configuration '0011-0222' ---- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 1] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 1.0, 0, 1, 1, 1] ---- Computing the list of the 10 first neighbours of '1100-0222' +--- The energy of the current configuration (75.6622282738419 mAh) it is NOT far from the median. +--- Median :75.6622282738419, the gap is : 10 +--- So No we don't romove this configuration '330033-2-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 1, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '303300-2-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1100-0222' +--- Ordered by distance, Printing the list of the 10 first neighbours of '303300-2-2' --- Neighbour 0 in the list of neghbours, And at position 224 in the X datas point -------------- - --- Configuration: 1100-0222 + --- Configuration: 303300-2-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 10065860928.052246 - --- Energy: 83.39866371497797 - --- Workload: 839479000000.0 + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 52 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 334 in the X datas point -------------- - --- Configuration: 1101-0202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9914340101.522842 - --- Energy: 65.015157087009 - --- Workload: 644582000000.0 + --- Configuration: 333300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 161 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 56 in the X datas point -------------- - --- Configuration: 1100-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5236287472.182222 - --- Energy: 35.478097414979636 - --- Workload: 185774000000.0 + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 184 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 108 in the X datas point -------------- - --- Configuration: 1000-0202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8327920185.212945 - --- Energy: 64.17430044494624 - --- Workload: 534437000000.0 + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 216 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 121 in the X datas point -------------- - --- Configuration: 1100-0110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7524397860.061248 - --- Energy: 41.9385253841261 - --- Workload: 315563000000.0 + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 244 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 133 in the X datas point -------------- - --- Configuration: 0101-0222 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10233675752.123999 - --- Energy: 84.26690937159533 - --- Workload: 862360000000.0 + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 104 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 443 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4093227346.033253 - --- Energy: 35.39655176899871 - --- Workload: 144886000000.0 + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 146 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 472 in the X datas point -------------- - --- Configuration: 2000-0022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8308684236.764266 - --- Energy: 64.3370683100252 - --- Workload: 534556000000.0 + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 172 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 518 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4197888462.103562 - --- Energy: 35.26956535624208 - --- Workload: 148058000000.0 + --- Configuration: 303303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 173 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 637 in the X datas point -------------- - --- Configuration: 2200-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6207016411.351391 - --- Energy: 47.115411060327354 - --- Workload: 292447000000.0 + --- Configuration: 202200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767808660.50236 + --- Energy: 75.38525435820448 + --- Workload: 1037890000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1100-0222' ---- Neighbour 0 in the list of neghbours, And at position 172 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '303300-2-2' +--- Neighbour 0 in the list of neghbours, And at position 472 in the X datas point -------------- - --- Configuration: 0100-0200 + --- Configuration: 303000-2-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 4197888462.103562 - --- Energy: 35.26956535624208 - --- Workload: 148058000000.0 + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 104 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 121 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4093227346.033253 - --- Energy: 35.39655176899871 - --- Workload: 144886000000.0 + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 161 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 56 in the X datas point -------------- - --- Configuration: 1100-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5236287472.182222 - --- Energy: 35.478097414979636 - --- Workload: 185774000000.0 + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 216 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 108 in the X datas point -------------- - --- Configuration: 1100-0110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7524397860.061248 - --- Energy: 41.9385253841261 - --- Workload: 315563000000.0 + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 173 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 518 in the X datas point -------------- - --- Configuration: 2200-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6207016411.351391 - --- Energy: 47.115411060327354 - --- Workload: 292447000000.0 + --- Configuration: 303303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 184 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 224 in the X datas point -------------- - --- Configuration: 1000-0202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8327920185.212945 - --- Energy: 64.17430044494624 - --- Workload: 534437000000.0 + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 146 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 334 in the X datas point -------------- - --- Configuration: 2000-0022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8308684236.764266 - --- Energy: 64.3370683100252 - --- Workload: 534556000000.0 + --- Configuration: 333300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 52 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 133 in the X datas point -------------- - --- Configuration: 1101-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9914340101.522842 - --- Energy: 65.015157087009 - --- Workload: 644582000000.0 + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 224 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 637 in the X datas point -------------- - --- Configuration: 1100-0222 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10065860928.052246 - --- Energy: 83.39866371497797 - --- Workload: 839479000000.0 + --- Configuration: 202200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767808660.50236 + --- Energy: 75.38525435820448 + --- Workload: 1037890000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 244 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 443 in the X datas point -------------- - --- Configuration: 0101-0222 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10233675752.123999 - --- Energy: 84.26690937159533 - --- Workload: 862360000000.0 + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 173 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 518 in the X datas point -------------- - --- Configuration: 2200-0002 - --- Energy efficiency: 6207016411.351391 - --- Energy: 47.115411060327354 - --- Workload: 292447000000.0 + --- Configuration: 303303-2-1 + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (83.39866371497797 mAh) is far from the median. ---- Median :47.115411060327354, the gap is : 10 ---- So yes we remove this configuration '1100-0222' ---- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 1.0, 0, 1, 1, 1] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '1001-3330' +--- The energy of the current configuration (71.90443674396933 mAh) it is NOT far from the median. +--- Median :71.90443674396933, the gap is : 10 +--- So No we don't romove this configuration '303300-2-2' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 0, 0, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '222022-2-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1001-3330' +--- Ordered by distance, Printing the list of the 10 first neighbours of '222022-2-0' --- Neighbour 0 in the list of neghbours, And at position 225 in the X datas point -------------- - --- Configuration: 1001-3330 + --- Configuration: 222022-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 9487576019.202854 - --- Energy: 49.10228531809563 - --- Workload: 465862000000.0 + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 78 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 478 in the X datas point -------------- - --- Configuration: 1001-2220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9166575000.916658 - --- Energy: 50.735447078258076 - --- Workload: 465069000000.0 + --- Configuration: 222022-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15859321474.790024 + --- Energy: 57.21047710637256 + --- Workload: 907319000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 155 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10000990098.019703 - --- Energy: 50.66357196918862 - --- Workload: 506686000000.0 + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 206 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 248 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10558457958.332102 - --- Energy: 49.51707772839275 - --- Workload: 522824000000.0 + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 218 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 395 in the X datas point -------------- - --- Configuration: 1001-3030 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7964637011.668193 - --- Energy: 42.24457921399078 - --- Workload: 336462000000.0 + --- Configuration: 222222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 26 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 404 in the X datas point -------------- - --- Configuration: 0000-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7665772326.561901 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 + --- Configuration: 111011-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 108 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 574 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8871225293.637558 - --- Energy: 42.90551410725298 - --- Workload: 380626000000.0 + --- Configuration: 333033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14444312840.70523 + --- Energy: 70.98779227993477 + --- Workload: 1025370000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 169 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 732 in the X datas point -------------- - --- Configuration: 1111-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10965958375.4152 - --- Energy: 49.989818506242955 - --- Workload: 548186000000.0 + --- Configuration: 222002-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14681722283.47763 + --- Energy: 54.8681089022372 + --- Workload: 805558000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 195 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 19 in the X datas point -------------- - --- Configuration: 1011-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8886756067.432705 - --- Energy: 42.76899541535147 - --- Workload: 380079000000.0 + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 197 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8938627384.378855 - --- Energy: 42.547359911496315 - --- Workload: 380315000000.0 + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1001-3330' ---- Neighbour 0 in the list of neghbours, And at position 218 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222022-2-0' +--- Neighbour 0 in the list of neghbours, And at position 404 in the X datas point -------------- - --- Configuration: 1001-3030 + --- Configuration: 111011-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 7964637011.668193 - --- Energy: 42.24457921399078 - --- Workload: 336462000000.0 + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 197 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 395 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8938627384.378855 - --- Energy: 42.547359911496315 - --- Workload: 380315000000.0 + --- Configuration: 222222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 195 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point -------------- - --- Configuration: 1011-0330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8886756067.432705 - --- Energy: 42.76899541535147 - --- Workload: 380079000000.0 + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 108 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 155 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8871225293.637558 - --- Energy: 42.90551410725298 - --- Workload: 380626000000.0 + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 26 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 248 in the X datas point -------------- - --- Configuration: 0000-3330 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7665772326.561901 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 225 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 732 in the X datas point -------------- - --- Configuration: 1001-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9487576019.202854 - --- Energy: 49.10228531809563 - --- Workload: 465862000000.0 + --- Configuration: 222002-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14681722283.47763 + --- Energy: 54.8681089022372 + --- Workload: 805558000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 206 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 478 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10558457958.332102 - --- Energy: 49.51707772839275 - --- Workload: 522824000000.0 + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15859321474.790024 + --- Energy: 57.21047710637256 + --- Workload: 907319000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 169 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 225 in the X datas point -------------- - --- Configuration: 1111-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10965958375.4152 - --- Energy: 49.989818506242955 - --- Workload: 548186000000.0 + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 107 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10000990098.019703 - --- Energy: 50.66357196918862 - --- Workload: 506686000000.0 + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 78 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 574 in the X datas point -------------- - --- Configuration: 1001-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9166575000.916658 - --- Energy: 50.735447078258076 - --- Workload: 465069000000.0 + --- Configuration: 333033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14444312840.70523 + --- Energy: 70.98779227993477 + --- Workload: 1025370000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 26 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 248 in the X datas point -------------- - --- Configuration: 0000-3330 - --- Energy efficiency: 7665772326.561901 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 + --- Configuration: 222020-2-0 + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (48.682465076838824 mAh) it is NOT far from the median. ---- Median :48.682465076838824, the gap is : 10 ---- So No we don't romove this configuration '1001-3330' - --- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 0, 0.0, 1, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '0200-1110' +--- The energy of the current configuration (58.262720853322 mAh) is far from the median. +--- Median :45.3072604814401, the gap is : 10 +--- So yes we remove this configuration '222022-2-0' +--- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 1, 2.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '220222-3-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0200-1110' +--- Ordered by distance, Printing the list of the 10 first neighbours of '220222-3-2' --- Neighbour 0 in the list of neghbours, And at position 226 in the X datas point -------------- - --- Configuration: 0200-1110 + --- Configuration: 220222-3-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 8314487162.431821 - --- Energy: 48.121310145716976 - --- Workload: 400104000000.0 + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 79 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 471 in the X datas point -------------- - --- Configuration: 0200-1100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6540008502.011052 - --- Energy: 42.722378810206706 - --- Workload: 279405000000.0 + --- Configuration: 220222-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14772139744.44198 + --- Energy: 98.66003637723567 + --- Workload: 1457420000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 122 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 12 in the X datas point -------------- - --- Configuration: 0200-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4242843383.922169 - --- Energy: 35.404255909220375 - --- Workload: 150215000000.0 + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 155 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 0200-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3751444306.0578322 - --- Energy: 34.495214714826176 - --- Workload: 129407000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 239 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 46 in the X datas point -------------- - --- Configuration: 0200-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4343576935.606472 - --- Energy: 34.69772062521995 - --- Workload: 150712000000.0 + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 251 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 240 in the X datas point -------------- - --- Configuration: 0222-1110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11528294469.531294 - --- Energy: 56.93002977667585 - --- Workload: 656306000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 326 in the X datas point -------------- - --- Configuration: 0303-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8236960890.90969 - --- Energy: 61.00540758755291 - --- Workload: 502499000000.0 + --- Configuration: 220222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14253216951.065857 + --- Energy: 99.56004804973213 + --- Workload: 1419050000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 330 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15386698506.874779 + --- Energy: 100.44256053548322 + --- Workload: 1545480000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 57 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 343 in the X datas point -------------- - --- Configuration: 0101-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9185604320.908272 - --- Energy: 48.9191931692468 - --- Workload: 449351000000.0 + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 61 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 499 in the X datas point -------------- - --- Configuration: 0000-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5325891287.907031 - --- Energy: 45.45847467114993 - --- Workload: 242107000000.0 + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0200-1110' ---- Neighbour 0 in the list of neghbours, And at position 155 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '220222-3-2' +--- Neighbour 0 in the list of neghbours, And at position 46 in the X datas point -------------- - --- Configuration: 0200-0010 + --- Configuration: 220220-3-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 3751444306.0578322 - --- Energy: 34.495214714826176 - --- Workload: 129407000000.0 + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 239 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 12 in the X datas point -------------- - --- Configuration: 0200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4343576935.606472 - --- Energy: 34.69772062521995 - --- Workload: 150712000000.0 + --- Configuration: 220202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 122 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 499 in the X datas point -------------- - --- Configuration: 0200-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4242843383.922169 - --- Energy: 35.404255909220375 - --- Workload: 150215000000.0 + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 79 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 343 in the X datas point -------------- - --- Configuration: 0200-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6540008502.011052 - --- Energy: 42.722378810206706 - --- Workload: 279405000000.0 + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 61 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 240 in the X datas point -------------- - --- Configuration: 0000-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5325891287.907031 - --- Energy: 45.45847467114993 - --- Workload: 242107000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 -------------- --- Neighbour 5 in the list of neghbours, And at position 226 in the X datas point -------------- - --- Configuration: 0200-1110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8314487162.431821 - --- Energy: 48.121310145716976 - --- Workload: 400104000000.0 + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 57 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 471 in the X datas point -------------- - --- Configuration: 0101-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9185604320.908272 - --- Energy: 48.9191931692468 - --- Workload: 449351000000.0 + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14772139744.44198 + --- Energy: 98.66003637723567 + --- Workload: 1457420000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 326 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 220222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14253216951.065857 + --- Energy: 99.56004804973213 + --- Workload: 1419050000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 251 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 330 in the X datas point -------------- - --- Configuration: 0222-1110 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11528294469.531294 - --- Energy: 56.93002977667585 - --- Workload: 656306000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15386698506.874779 + --- Energy: 100.44256053548322 + --- Workload: 1545480000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 0303-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8236960890.90969 - --- Energy: 61.00540758755291 - --- Workload: 502499000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 61 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 240 in the X datas point -------------- - --- Configuration: 0000-1010 - --- Energy efficiency: 5325891287.907031 - --- Energy: 45.45847467114993 - --- Workload: 242107000000.0 + --- Configuration: 222222-3-2 + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (45.45847467114993 mAh) it is NOT far from the median. ---- Median :45.45847467114993, the gap is : 10 ---- So No we don't romove this configuration '0200-1110' - --- remove_aberrant_points: The value [1.0, 0, 1, 0, 0, 0.0, 1, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 0.0, 0, 1, 0, 1] ---- Computing the list of the 10 first neighbours of '3300-0101' +--- The energy of the current configuration (95.9288937521245 mAh) it is NOT far from the median. +--- Median :95.9288937521245, the gap is : 10 +--- So No we don't romove this configuration '220222-3-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '000111-3-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3300-0101' +--- Ordered by distance, Printing the list of the 10 first neighbours of '000111-3-0' --- Neighbour 0 in the list of neghbours, And at position 227 in the X datas point -------------- - --- Configuration: 3300-0101 + --- Configuration: 000111-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 7514502990.77219 - --- Energy: 41.92637824781065 - --- Workload: 315055000000.0 + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 159 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 501 in the X datas point -------------- - --- Configuration: 3330-0101 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8262619084.997563 - --- Energy: 42.07329975259821 - --- Workload: 347637000000.0 + --- Configuration: 000011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10884176040.66328 + --- Energy: 53.28388273452391 + --- Workload: 579951000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 73 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 219 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 100111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11605101602.664532 + --- Energy: 80.0526614822044 + --- Workload: 929019000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 49 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 361 in the X datas point -------------- - --- Configuration: 3000-0202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8354358468.81318 - --- Energy: 64.35822134376 - --- Workload: 537670000000.0 + --- Configuration: 010101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12300183518.7381 + --- Energy: 48.5955323771484 + --- Workload: 597734000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 51 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 438 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2075033200.5312083 - --- Energy: 29.0248902377268 - --- Workload: 60227600000.0 + --- Configuration: 000110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10984846404.38515 + --- Energy: 74.34214040531062 + --- Workload: 816637000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 182 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 477 in the X datas point -------------- - --- Configuration: 3303-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10225586667.47108 - --- Energy: 73.36262541667716 - --- Workload: 750176000000.0 + --- Configuration: 000001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 207 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 480 in the X datas point -------------- - --- Configuration: 3000-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3629843118.1804323 - --- Energy: 34.55029567760096 - --- Workload: 125412000000.0 + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 248 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 602 in the X datas point -------------- - --- Configuration: 3300-2202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9961846129.324686 - --- Energy: 83.53903174389984 - --- Workload: 832202000000.0 + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14237408791.59993 + --- Energy: 62.53995293576916 + --- Workload: 890407000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 655 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3300-0101' ---- Neighbour 0 in the list of neghbours, And at position 51 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '000111-3-0' +--- Neighbour 0 in the list of neghbours, And at position 477 in the X datas point -------------- - --- Configuration: 3300-0000 + --- Configuration: 000001-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 2075033200.5312083 - --- Energy: 29.0248902377268 - --- Workload: 60227600000.0 + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 361 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 010101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12300183518.7381 + --- Energy: 48.5955323771484 + --- Workload: 597734000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 207 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 480 in the X datas point -------------- - --- Configuration: 3000-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3629843118.1804323 - --- Energy: 34.55029567760096 - --- Workload: 125412000000.0 + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 -------------- --- Neighbour 3 in the list of neghbours, And at position 227 in the X datas point -------------- - --- Configuration: 3300-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7514502990.77219 - --- Energy: 41.92637824781065 - --- Workload: 315055000000.0 + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 159 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 655 in the X datas point -------------- - --- Configuration: 3330-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8262619084.997563 - --- Energy: 42.07329975259821 - --- Workload: 347637000000.0 + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 501 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 000011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10884176040.66328 + --- Energy: 53.28388273452391 + --- Workload: 579951000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 11 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 73 in the X datas point -------------- - --- Configuration: 3303-0001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8321129010.784183 - --- Energy: 59.94594005320708 - --- Workload: 498819000000.0 + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 49 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 602 in the X datas point -------------- - --- Configuration: 3000-0202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8354358468.81318 - --- Energy: 64.35822134376 - --- Workload: 537670000000.0 + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14237408791.59993 + --- Energy: 62.53995293576916 + --- Workload: 890407000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 182 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 438 in the X datas point -------------- - --- Configuration: 3303-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10225586667.47108 - --- Energy: 73.36262541667716 - --- Workload: 750176000000.0 + --- Configuration: 000110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10984846404.38515 + --- Energy: 74.34214040531062 + --- Workload: 816637000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 248 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 219 in the X datas point -------------- - --- Configuration: 3300-2202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9961846129.324686 - --- Energy: 83.53903174389984 - --- Workload: 832202000000.0 + --- Configuration: 100111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11605101602.664532 + --- Energy: 80.0526614822044 + --- Workload: 929019000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 159 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 655 in the X datas point -------------- - --- Configuration: 3330-0101 - --- Energy efficiency: 8262619084.997563 - --- Energy: 42.07329975259821 - --- Workload: 347637000000.0 + --- Configuration: 001101-3-0 + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (42.07329975259821 mAh) it is NOT far from the median. ---- Median :42.07329975259821, the gap is : 10 ---- So No we don't romove this configuration '3300-0101' - --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 0.0, 0, 1, 0, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 2.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '0333-3000' +--- The energy of the current configuration (50.131704402498926 mAh) it is NOT far from the median. +--- Median :50.131704402498926, the gap is : 10 +--- So No we don't romove this configuration '000111-3-0' + --- remove_aberrant_points: The value [0.0, 0, 0, 0, 1, 1, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '111001-2-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0333-3000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '111001-2-2' --- Neighbour 0 in the list of neghbours, And at position 228 in the X datas point -------------- - --- Configuration: 0333-3000 + --- Configuration: 111001-2-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 8547519937.090253 - --- Energy: 58.44164899316907 - --- Workload: 499532000000.0 + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 1 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 502 in the X datas point -------------- - --- Configuration: 0033-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Configuration: 111001-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 22 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 10 in the X datas point -------------- - --- Configuration: 3333-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9400881802.713095 - --- Energy: 66.34289826476824 - --- Workload: 623684000000.0 + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 145 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 3333-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9639669166.554203 - --- Energy: 64.97706889442466 - --- Workload: 626356000000.0 + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 23 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 48 in the X datas point -------------- - --- Configuration: 3333-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9963434196.49885 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 104 in the X datas point -------------- - --- Configuration: 3330-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5822958761.806049 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 129 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 202 in the X datas point -------------- - --- Configuration: 0333-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8477809334.068076 - --- Energy: 58.764018507515395 - --- Workload: 498189000000.0 + --- Configuration: 111101-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12740395334.46723 + --- Energy: 93.4131245697236 + --- Workload: 1190120000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 214 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 268 in the X datas point -------------- - --- Configuration: 0222-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10575598076.510221 - --- Energy: 50.06110945250575 - --- Workload: 529426000000.0 + --- Configuration: 222002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 329 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 011001-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 89 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 484 in the X datas point -------------- - --- Configuration: 0030-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4809102669.532892 - --- Energy: 35.93660318178646 - --- Workload: 172823000000.0 + --- Configuration: 111101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14396443502.597118 + --- Energy: 78.98892594686254 + --- Workload: 1137160000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0333-3000' ---- Neighbour 0 in the list of neghbours, And at position 89 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111001-2-2' +--- Neighbour 0 in the list of neghbours, And at position 268 in the X datas point -------------- - --- Configuration: 0030-2000 + --- Configuration: 222002-2-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 4809102669.532892 - --- Energy: 35.93660318178646 - --- Workload: 172823000000.0 + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 329 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 011001-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 3330-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5822958761.806049 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 214 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 502 in the X datas point -------------- - --- Configuration: 0222-3300 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10575598076.510221 - --- Energy: 50.06110945250575 - --- Workload: 529426000000.0 + --- Configuration: 111001-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 1 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 48 in the X datas point -------------- - --- Configuration: 0033-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 228 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 104 in the X datas point -------------- - --- Configuration: 0333-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8547519937.090253 - --- Energy: 58.44164899316907 - --- Workload: 499532000000.0 + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 129 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 228 in the X datas point -------------- - --- Configuration: 0333-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8477809334.068076 - --- Energy: 58.764018507515395 - --- Workload: 498189000000.0 + --- Configuration: 111001-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 145 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 10 in the X datas point -------------- - --- Configuration: 3333-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9639669166.554203 - --- Energy: 64.97706889442466 - --- Workload: 626356000000.0 + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 22 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 484 in the X datas point -------------- - --- Configuration: 3333-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9400881802.713095 - --- Energy: 66.34289826476824 - --- Workload: 623684000000.0 + --- Configuration: 111101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14396443502.597118 + --- Energy: 78.98892594686254 + --- Workload: 1137160000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 23 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 202 in the X datas point -------------- - --- Configuration: 3333-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9963434196.49885 - --- Energy: 75.09852863759252 - --- Workload: 748237000000.0 + --- Configuration: 111101-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12740395334.46723 + --- Energy: 93.4131245697236 + --- Workload: 1190120000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 1 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 48 in the X datas point -------------- - --- Configuration: 0033-3000 - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Configuration: 111011-2-3 + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (53.35616382684589 mAh) it is NOT far from the median. ---- Median :53.35616382684589, the gap is : 10 ---- So No we don't romove this configuration '0333-3000' - --- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 2.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '3333-1000' +--- The energy of the current configuration (71.21791539618593 mAh) it is NOT far from the median. +--- Median :71.21791539618593, the gap is : 10 +--- So No we don't romove this configuration '111001-2-2' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 0, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '020220-2-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3333-1000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '020220-2-1' --- Neighbour 0 in the list of neghbours, And at position 229 in the X datas point -------------- - --- Configuration: 3333-1000 + --- Configuration: 020220-2-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 9705063131.435669 - --- Energy: 64.55329768339193 - --- Workload: 626491000000.0 + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 631 in the X datas point -------------- - --- Configuration: 3333-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Configuration: 020220-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13940157691.063803 + --- Energy: 53.671785048668475 + --- Workload: 748193000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 14 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 743 in the X datas point -------------- - --- Configuration: 3303-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9340120487.55429 - --- Energy: 67.3857084084629 - --- Workload: 629393000000.0 + --- Configuration: 020220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5955429565.134533 + --- Energy: 12.724500572380222 + --- Workload: 75779900000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 50 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 233 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 257 in the X datas point -------------- - --- Configuration: 3030-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4306298392.02818 - --- Energy: 43.625602385234735 - --- Workload: 187865000000.0 + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 87 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 374 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6928278461.367919 - --- Energy: 53.6166443408558 - --- Workload: 371471000000.0 + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 137 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 403 in the X datas point -------------- - --- Configuration: 3033-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9521179864.608822 - --- Energy: 66.3571751425295 - --- Workload: 631797000000.0 + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 144 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 444 in the X datas point -------------- - --- Configuration: 3333-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10947566629.6274 - --- Energy: 79.26313007840331 - --- Workload: 867738000000.0 + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985779259.648788 + --- Energy: 76.30755632960373 + --- Workload: 1067220000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 176 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 447 in the X datas point -------------- - --- Configuration: 0222-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9969791531.659073 - --- Energy: 42.75164023390624 - --- Workload: 426227000000.0 + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3333-1000' ---- Neighbour 0 in the list of neghbours, And at position 20 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '020220-2-1' +--- Neighbour 0 in the list of neghbours, And at position 743 in the X datas point -------------- - --- Configuration: 3330-0000 + --- Configuration: 020220-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Energy efficiency: 5955429565.134533 + --- Energy: 12.724500572380222 + --- Workload: 75779900000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 403 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 010100-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 176 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 631 in the X datas point -------------- - --- Configuration: 0222-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9969791531.659073 - --- Energy: 42.75164023390624 - --- Workload: 426227000000.0 + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13940157691.063803 + --- Energy: 53.671785048668475 + --- Workload: 748193000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 233 in the X datas point -------------- - --- Configuration: 3030-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4306298392.02818 - --- Energy: 43.625602385234735 - --- Workload: 187865000000.0 + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 87 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 229 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6928278461.367919 - --- Energy: 53.6166443408558 - --- Workload: 371471000000.0 + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 21 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 257 in the X datas point -------------- - --- Configuration: 3333-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8296551953.00833 - --- Energy: 59.045602086542516 - --- Workload: 489874000000.0 + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 229 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 50 in the X datas point -------------- - --- Configuration: 3333-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9705063131.435669 - --- Energy: 64.55329768339193 - --- Workload: 626491000000.0 + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 137 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 447 in the X datas point -------------- - --- Configuration: 3033-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9521179864.608822 - --- Energy: 66.3571751425295 - --- Workload: 631797000000.0 + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 14 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 374 in the X datas point -------------- - --- Configuration: 3303-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9340120487.55429 - --- Energy: 67.3857084084629 - --- Workload: 629393000000.0 + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 144 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 444 in the X datas point -------------- - --- Configuration: 3333-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10947566629.6274 - --- Energy: 79.26313007840331 - --- Workload: 867738000000.0 + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985779259.648788 + --- Energy: 76.30755632960373 + --- Workload: 1067220000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 87 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 229 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Energy efficiency: 6928278461.367919 - --- Energy: 53.6166443408558 - --- Workload: 371471000000.0 + --- Configuration: 020220-2-1 + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (64.55329768339193 mAh) is far from the median. ---- Median :53.6166443408558, the gap is : 10 ---- So yes we remove this configuration '3333-1000' ---- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0.0, 1, 0, 0, 0] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '2020-1100' +--- The energy of the current configuration (55.3938120911074 mAh) it is NOT far from the median. +--- Median :55.3938120911074, the gap is : 10 +--- So No we don't romove this configuration '020220-2-1' + --- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '222222-0-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2020-1100' +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-0-0' --- Neighbour 0 in the list of neghbours, And at position 230 in the X datas point -------------- - --- Configuration: 2020-1100 + --- Configuration: 222222-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 7567673924.06596 - --- Energy: 41.73681879685515 - --- Workload: 315850000000.0 + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 131 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 78 in the X datas point -------------- - --- Configuration: 0020-1100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6670179627.937381 - --- Energy: 41.85807704041302 - --- Workload: 279201000000.0 + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 140 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 81 in the X datas point -------------- - --- Configuration: 2020-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6005284650.492433 - --- Energy: 34.65163368892841 - --- Workload: 208093000000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 125 in the X datas point -------------- - --- Configuration: 3030-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4306298392.02818 - --- Energy: 43.625602385234735 - --- Workload: 187865000000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 70 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 183 in the X datas point -------------- - --- Configuration: 3000-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6443423519.784533 - --- Energy: 43.3608751201712 - --- Workload: 279393000000.0 + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 72 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 308 in the X datas point -------------- - --- Configuration: 1000-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6448575832.027497 - --- Energy: 42.80059101405426 - --- Workload: 276003000000.0 + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 73 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 363 in the X datas point -------------- - --- Configuration: 2000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6539495281.754154 - --- Energy: 42.61363347008094 - --- Workload: 278672000000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 130 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 385 in the X datas point -------------- - --- Configuration: 2022-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10578920865.440357 - --- Energy: 50.18755172966964 - --- Workload: 530930000000.0 + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 193 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 388 in the X datas point -------------- - --- Configuration: 3030-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9152396555.037937 - --- Energy: 48.568093302538465 - --- Workload: 444514000000.0 + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 489 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2020-1100' ---- Neighbour 0 in the list of neghbours, And at position 140 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-0-0' +--- Neighbour 0 in the list of neghbours, And at position 78 in the X datas point -------------- - --- Configuration: 2020-1000 + --- Configuration: 022222-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 6005284650.492433 - --- Energy: 34.65163368892841 - --- Workload: 208093000000.0 + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 230 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 183 in the X datas point -------------- - --- Configuration: 2020-1100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7567673924.06596 - --- Energy: 41.73681879685515 - --- Workload: 315850000000.0 + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 131 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 388 in the X datas point -------------- - --- Configuration: 0020-1100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6670179627.937381 - --- Energy: 41.85807704041302 - --- Workload: 279201000000.0 + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 73 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 230 in the X datas point -------------- - --- Configuration: 2000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6539495281.754154 - --- Energy: 42.61363347008094 - --- Workload: 278672000000.0 + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 72 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 363 in the X datas point -------------- - --- Configuration: 1000-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6448575832.027497 - --- Energy: 42.80059101405426 - --- Workload: 276003000000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 70 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 81 in the X datas point -------------- - --- Configuration: 3000-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6443423519.784533 - --- Energy: 43.3608751201712 - --- Workload: 279393000000.0 + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 125 in the X datas point -------------- - --- Configuration: 3030-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4306298392.02818 - --- Energy: 43.625602385234735 - --- Workload: 187865000000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 193 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 489 in the X datas point -------------- - --- Configuration: 3030-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9152396555.037937 - --- Energy: 48.568093302538465 - --- Workload: 444514000000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 385 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 130 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 308 in the X datas point -------------- - --- Configuration: 2022-2200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10578920865.440357 - --- Energy: 50.18755172966964 - --- Workload: 530930000000.0 + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 72 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 363 in the X datas point -------------- - --- Configuration: 1000-1100 - --- Energy efficiency: 6448575832.027497 - --- Energy: 42.80059101405426 - --- Workload: 276003000000.0 + --- Configuration: 222222-1-0 + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (42.80059101405426 mAh) it is NOT far from the median. ---- Median :42.80059101405426, the gap is : 10 ---- So No we don't romove this configuration '2020-1100' - --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '0303-1000' +--- The energy of the current configuration (47.6246847339546 mAh) it is NOT far from the median. +--- Median :47.6246847339546, the gap is : 10 +--- So No we don't romove this configuration '222222-0-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '300333-3-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0303-1000' ---- Neighbour 0 in the list of neghbours, And at position 87 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '300333-3-2' +--- Neighbour 0 in the list of neghbours, And at position 231 in the X datas point -------------- - --- Configuration: 0303-1000 + --- Configuration: 300333-3-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 6928278461.367919 - --- Energy: 53.6166443408558 - --- Workload: 371471000000.0 + --- Energy efficiency: 13826764467.980669 + --- Energy: 100.311184339352 + --- Workload: 1386980000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 231 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 412 in the X datas point -------------- - --- Configuration: 0303-1000 + --- Configuration: 300333-3-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 7144898542.440698 - --- Energy: 51.89988274563883 - --- Workload: 370819000000.0 + --- Energy efficiency: 14000308006.776148 + --- Energy: 97.0043167849163 + --- Workload: 1358090000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 31 in the X datas point -------------- - --- Configuration: 0303-1010 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8236960890.90969 - --- Energy: 61.00540758755291 - --- Workload: 502499000000.0 + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 499 in the X datas point -------------- - --- Configuration: 0303-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 211 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 0303-1001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8479966080.135679 - --- Energy: 59.193870361299275 - --- Workload: 501963000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 32 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 14 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 72 in the X datas point -------------- - --- Configuration: 3303-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9340120487.55429 - --- Energy: 67.3857084084629 - --- Workload: 629393000000.0 + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 203 in the X datas point -------------- - --- Configuration: 0003-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6806147312.252427 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 214 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 92 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 226 in the X datas point -------------- - --- Configuration: 0202-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8895689149.038376 - --- Energy: 48.8428586507307 - --- Workload: 434491000000.0 + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0303-1000' ---- Neighbour 0 in the list of neghbours, And at position 40 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '300333-3-2' +--- Neighbour 0 in the list of neghbours, And at position 72 in the X datas point -------------- - --- Configuration: 3300-1000 + --- Configuration: 303333-3-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 56 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 31 in the X datas point -------------- - --- Configuration: 0303-0000 + --- Configuration: 300033-3-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 5363512027.675722 - --- Energy: 45.0383665719169 - --- Workload: 241564000000.0 + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 92 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 0202-1001 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8895689149.038376 - --- Energy: 48.8428586507307 - --- Workload: 434491000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 231 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 203 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7144898542.440698 - --- Energy: 51.89988274563883 - --- Workload: 370819000000.0 + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 499 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 87 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 32 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6928278461.367919 - --- Energy: 53.6166443408558 - --- Workload: 371471000000.0 + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 15 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 412 in the X datas point -------------- - --- Configuration: 0003-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6806147312.252427 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Configuration: 300333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14000308006.776148 + --- Energy: 97.0043167849163 + --- Workload: 1358090000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 211 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 226 in the X datas point -------------- - --- Configuration: 0303-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8479966080.135679 - --- Energy: 59.193870361299275 - --- Workload: 501963000000.0 + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 231 in the X datas point -------------- - --- Configuration: 0303-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8236960890.90969 - --- Energy: 61.00540758755291 - --- Workload: 502499000000.0 + --- Configuration: 300333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13826764467.980669 + --- Energy: 100.311184339352 + --- Workload: 1386980000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 14 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 214 in the X datas point -------------- - --- Configuration: 3303-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9340120487.55429 - --- Energy: 67.3857084084629 - --- Workload: 629393000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 2 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 499 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 200222-3-2 + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (53.38267358149647 mAh) it is NOT far from the median. ---- Median :53.38267358149647, the gap is : 10 ---- So No we don't romove this configuration '0303-1000' - --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '2002-0220' +--- The energy of the current configuration (100.311184339352 mAh) is far from the median. +--- Median :89.22173143973053, the gap is : 10 +--- So yes we remove this configuration '300333-3-2' +--- remove_aberrant_points: The value [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '222222-0-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2002-0220' +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-0-3' --- Neighbour 0 in the list of neghbours, And at position 232 in the X datas point -------------- - --- Configuration: 2002-0220 + --- Configuration: 222222-0-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 9205560158.335634 - --- Energy: 47.19609116514537 - --- Workload: 434467000000.0 + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 183 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 16 in the X datas point -------------- - --- Configuration: 3003-0220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8528930131.004368 - --- Energy: 58.99281399223083 - --- Workload: 503147000000.0 + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 22 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 63 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 75 in the X datas point -------------- - --- Configuration: 0002-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4969363871.73078 - --- Energy: 42.2836539731841 - --- Workload: 210123000000.0 + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 142 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 78 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 169 in the X datas point -------------- - --- Configuration: 1001-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9166575000.916658 - --- Energy: 50.735447078258076 - --- Workload: 465069000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 80 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 215 in the X datas point -------------- - --- Configuration: 2002-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7245431755.278297 - --- Energy: 42.016301664202444 - --- Workload: 304426000000.0 + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 153 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 332 in the X datas point -------------- - --- Configuration: 2002-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7393168712.11001 - --- Energy: 41.1753628489377 - --- Workload: 304417000000.0 + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 156 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 352 in the X datas point -------------- - --- Configuration: 2022-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10619025470.794495 - --- Energy: 49.81557674440745 - --- Workload: 528993000000.0 + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11831169215.2977 + --- Energy: 61.61278385319 + --- Workload: 728951000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 160 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 369 in the X datas point -------------- - --- Configuration: 0001-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9243340173.405062 - --- Energy: 40.84258552984255 - --- Workload: 377523000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2002-0220' ---- Neighbour 0 in the list of neghbours, And at position 160 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-0-3' +--- Neighbour 0 in the list of neghbours, And at position 352 in the X datas point -------------- - --- Configuration: 0001-0220 + --- Configuration: 222220-0-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 9243340173.405062 - --- Energy: 40.84258552984255 - --- Workload: 377523000000.0 + --- Energy efficiency: 11831169215.2977 + --- Energy: 61.61278385319 + --- Workload: 728951000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 153 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 22 in the X datas point -------------- - --- Configuration: 2002-0010 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7393168712.11001 - --- Energy: 41.1753628489377 - --- Workload: 304417000000.0 + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 80 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 75 in the X datas point -------------- - --- Configuration: 2002-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7245431755.278297 - --- Energy: 42.016301664202444 - --- Workload: 304426000000.0 + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 63 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 369 in the X datas point -------------- - --- Configuration: 0002-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4969363871.73078 - --- Energy: 42.2836539731841 - --- Workload: 210123000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 232 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 169 in the X datas point -------------- - --- Configuration: 2002-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9205560158.335634 - --- Energy: 47.19609116514537 - --- Workload: 434467000000.0 + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 156 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 232 in the X datas point -------------- - --- Configuration: 2022-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10619025470.794495 - --- Energy: 49.81557674440745 - --- Workload: 528993000000.0 + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 78 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 142 in the X datas point -------------- - --- Configuration: 1001-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9166575000.916658 - --- Energy: 50.735447078258076 - --- Workload: 465069000000.0 + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 16 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 183 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 332 in the X datas point -------------- - --- Configuration: 3003-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8528930131.004368 - --- Energy: 58.99281399223083 - --- Workload: 503147000000.0 + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 215 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 232 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 169 in the X datas point -------------- - --- Configuration: 2002-0220 - --- Energy efficiency: 9205560158.335634 - --- Energy: 47.19609116514537 - --- Workload: 434467000000.0 + --- Configuration: 222222-0-2 + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (47.19609116514537 mAh) it is NOT far from the median. ---- Median :47.19609116514537, the gap is : 10 ---- So No we don't romove this configuration '2002-0220' - --- remove_aberrant_points: The value [1.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '0110-0300' +--- The energy of the current configuration (72.3253528074643 mAh) it is NOT far from the median. +--- Median :72.3253528074643, the gap is : 10 +--- So No we don't romove this configuration '222222-0-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '000200-2-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0110-0300' +--- Ordered by distance, Printing the list of the 10 first neighbours of '000200-2-1' --- Neighbour 0 in the list of neghbours, And at position 233 in the X datas point -------------- - --- Configuration: 0110-0300 + --- Configuration: 000200-2-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 5549728340.797718 - --- Energy: 34.54578297303628 - --- Workload: 191720000000.0 + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 9 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 613 in the X datas point -------------- - --- Configuration: 0010-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6532788063.289651 - --- Energy: 42.64544340651106 - --- Workload: 278594000000.0 + --- Configuration: 000100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12336586491.191061 + --- Energy: 52.305660553812594 + --- Workload: 645273000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 104 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 723 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4093227346.033253 - --- Energy: 35.39655176899871 - --- Workload: 144886000000.0 + --- Configuration: 200200-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12643455810.489769 + --- Energy: 55.917443124663876 + --- Workload: 706990000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 118 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 108 in the X datas point -------------- - --- Configuration: 0222-0300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9750580159.519491 - --- Energy: 43.43833566298026 - --- Workload: 423547000000.0 + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 158 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 229 in the X datas point -------------- - --- Configuration: 2220-0300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6002689204.763734 - --- Energy: 36.30048338737668 - --- Workload: 217901000000.0 + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 172 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 403 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4197888462.103562 - --- Energy: 35.26956535624208 - --- Workload: 148058000000.0 + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 25 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 447 in the X datas point -------------- - --- Configuration: 0000-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5789616901.049658 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 67 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 509 in the X datas point -------------- - --- Configuration: 0110-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6145261695.969323 - --- Energy: 51.31617435224532 - --- Workload: 315351000000.0 + --- Configuration: 000202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 82 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 539 in the X datas point -------------- - --- Configuration: 0101-0200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5549420363.04308 - --- Energy: 37.334916995372765 - --- Workload: 207187000000.0 + --- Configuration: 020200-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12611406007.821594 + --- Energy: 35.941505988108695 + --- Workload: 453273000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 88 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 575 in the X datas point -------------- - --- Configuration: 0110-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5821399464.43125 - --- Energy: 36.31061849927073 - --- Workload: 211379000000.0 + --- Configuration: 020200-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0110-0300' ---- Neighbour 0 in the list of neghbours, And at position 233 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '000200-2-1' +--- Neighbour 0 in the list of neghbours, And at position 539 in the X datas point -------------- - --- Configuration: 0110-0300 + --- Configuration: 020200-1-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 5549728340.797718 - --- Energy: 34.54578297303628 - --- Workload: 191720000000.0 + --- Energy efficiency: 12611406007.821594 + --- Energy: 35.941505988108695 + --- Workload: 453273000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 172 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 575 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4197888462.103562 - --- Energy: 35.26956535624208 - --- Workload: 148058000000.0 + --- Configuration: 020200-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 104 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 509 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4093227346.033253 - --- Energy: 35.39655176899871 - --- Workload: 144886000000.0 + --- Configuration: 000202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 158 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 613 in the X datas point -------------- - --- Configuration: 2220-0300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6002689204.763734 - --- Energy: 36.30048338737668 - --- Workload: 217901000000.0 + --- Configuration: 000100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12336586491.191061 + --- Energy: 52.305660553812594 + --- Workload: 645273000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 88 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 403 in the X datas point -------------- - --- Configuration: 0110-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5821399464.43125 - --- Energy: 36.31061849927073 - --- Workload: 211379000000.0 + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 82 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 233 in the X datas point -------------- - --- Configuration: 0101-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5549420363.04308 - --- Energy: 37.334916995372765 - --- Workload: 207187000000.0 + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 25 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 229 in the X datas point -------------- - --- Configuration: 0000-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5789616901.049658 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 9 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 723 in the X datas point -------------- - --- Configuration: 0010-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6532788063.289651 - --- Energy: 42.64544340651106 - --- Workload: 278594000000.0 + --- Configuration: 200200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12643455810.489769 + --- Energy: 55.917443124663876 + --- Workload: 706990000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 118 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 108 in the X datas point -------------- - --- Configuration: 0222-0300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9750580159.519491 - --- Energy: 43.43833566298026 - --- Workload: 423547000000.0 + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 67 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 447 in the X datas point -------------- - --- Configuration: 0110-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6145261695.969323 - --- Energy: 51.31617435224532 - --- Workload: 315351000000.0 + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 88 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 403 in the X datas point -------------- - --- Configuration: 0110-0020 - --- Energy efficiency: 5821399464.43125 - --- Energy: 36.31061849927073 - --- Workload: 211379000000.0 + --- Configuration: 010100-2-1 + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (36.31061849927073 mAh) it is NOT far from the median. ---- Median :36.31061849927073, the gap is : 10 ---- So No we don't romove this configuration '0110-0300' - --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '3330-2000' +--- The energy of the current configuration (52.3623981374209 mAh) it is NOT far from the median. +--- Median :52.3623981374209, the gap is : 10 +--- So No we don't romove this configuration '000200-2-1' + --- remove_aberrant_points: The value [1.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '333300-1-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3330-2000' +--- Ordered by distance, Printing the list of the 10 first neighbours of '333300-1-1' --- Neighbour 0 in the list of neghbours, And at position 234 in the X datas point -------------- - --- Configuration: 3330-2000 + --- Configuration: 333300-1-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 7804268935.107504 - --- Energy: 38.575829271360156 - --- Workload: 301057000000.0 + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 58 in the X datas point -------------- - --- Configuration: 3330-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5822958761.806049 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 63 in the X datas point -------------- - --- Configuration: 3300-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 215 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 121 in the X datas point -------------- - --- Configuration: 3030-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5441732647.675019 - --- Energy: 35.287807273153724 - --- Workload: 192027000000.0 + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 148 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 22 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 529 in the X datas point -------------- - --- Configuration: 3333-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9400881802.713095 - --- Energy: 66.34289826476824 - --- Workload: 623684000000.0 + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10992187852.093517 + --- Energy: 31.06062061477282 + --- Workload: 341424000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 29 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 49 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 92 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 160 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3330-2000' ---- Neighbour 0 in the list of neghbours, And at position 20 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333300-1-1' +--- Neighbour 0 in the list of neghbours, And at position 529 in the X datas point -------------- - --- Configuration: 3330-0000 + --- Configuration: 333300-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Energy efficiency: 10992187852.093517 + --- Energy: 31.06062061477282 + --- Workload: 341424000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 215 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 148 in the X datas point -------------- - --- Configuration: 3030-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5441732647.675019 - --- Energy: 35.287807273153724 - --- Workload: 192027000000.0 + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 63 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 49 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 58 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 45 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 234 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 121 in the X datas point -------------- - --- Configuration: 3300-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 28 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 160 in the X datas point -------------- - --- Configuration: 3330-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5822958761.806049 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 234 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 92 in the X datas point -------------- - --- Configuration: 3330-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7804268935.107504 - --- Energy: 38.575829271360156 - --- Workload: 301057000000.0 + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 22 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 29 in the X datas point -------------- - --- Configuration: 3333-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9400881802.713095 - --- Energy: 66.34289826476824 - --- Workload: 623684000000.0 + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 43 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 58 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 333300-0-1 + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (36.93355197432356 mAh) it is NOT far from the median. ---- Median :36.93355197432356, the gap is : 10 ---- So No we don't romove this configuration '3330-2000' - --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 0, 0, 0, 1, 2.0, 0, 0, 1, 0] ---- Computing the list of the 10 first neighbours of '0003-0030' +--- The energy of the current configuration (35.64181472293627 mAh) it is NOT far from the median. +--- Median :35.64181472293627, the gap is : 10 +--- So No we don't romove this configuration '333300-1-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 0, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '330030-0-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0003-0030' ---- Neighbour 0 in the list of neghbours, And at position 235 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '330030-0-1' +--- Neighbour 0 in the list of neghbours, And at position 102 in the X datas point -------------- - --- Configuration: 0003-0030 + --- Configuration: 330030-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 5328502158.043374 - --- Energy: 45.14679945279237 - --- Workload: 240565000000.0 + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 235 in the X datas point -------------- - --- Configuration: 0022-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7249844128.351241 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Configuration: 330030-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 63 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 64 in the X datas point -------------- - --- Configuration: 0002-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4969363871.73078 - --- Energy: 42.2836539731841 - --- Workload: 210123000000.0 + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 129 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 335 in the X datas point -------------- - --- Configuration: 0333-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8477809334.068076 - --- Energy: 58.764018507515395 - --- Workload: 498189000000.0 + --- Configuration: 333030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11193557883.566849 + --- Energy: 34.531211142434685 + --- Workload: 386527000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 1 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 14 in the X datas point -------------- - --- Configuration: 0033-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 120 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 114 in the X datas point -------------- - --- Configuration: 3003-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9353836943.914392 - --- Energy: 65.99051868650201 - --- Workload: 617264000000.0 + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 -------------- --- Neighbour 6 in the list of neghbours, And at position 126 in the X datas point -------------- - --- Configuration: 0002-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5449442794.474265 - --- Energy: 38.132247384977575 - --- Workload: 207799000000.0 + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 134 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 238 in the X datas point -------------- - --- Configuration: 0033-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8384408354.2244835 - --- Energy: 59.697236073290554 - --- Workload: 500528000000.0 + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 183 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 273 in the X datas point -------------- - --- Configuration: 3003-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8528930131.004368 - --- Energy: 58.99281399223083 - --- Workload: 503147000000.0 + --- Configuration: 330330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 204 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 284 in the X datas point -------------- - --- Configuration: 0002-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9147875405.936972 - --- Energy: 51.28673303694986 - --- Workload: 469163000000.0 + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0003-0030' ---- Neighbour 0 in the list of neghbours, And at position 126 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '330030-0-1' +--- Neighbour 0 in the list of neghbours, And at position 273 in the X datas point -------------- - --- Configuration: 0002-3000 + --- Configuration: 330330-0-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 5449442794.474265 - --- Energy: 38.132247384977575 - --- Workload: 207799000000.0 + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 12 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 64 in the X datas point -------------- - --- Configuration: 0022-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7249844128.351241 - --- Energy: 42.05401520354165 - --- Workload: 304885000000.0 + --- Configuration: 220020-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 63 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 235 in the X datas point -------------- - --- Configuration: 0002-0020 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4969363871.73078 - --- Energy: 42.2836539731841 - --- Workload: 210123000000.0 + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 235 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 102 in the X datas point -------------- - --- Configuration: 0003-0030 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5328502158.043374 - --- Energy: 45.14679945279237 - --- Workload: 240565000000.0 + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 204 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 335 in the X datas point -------------- - --- Configuration: 0002-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9147875405.936972 - --- Energy: 51.28673303694986 - --- Workload: 469163000000.0 + --- Configuration: 333030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11193557883.566849 + --- Energy: 34.531211142434685 + --- Workload: 386527000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 1 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 284 in the X datas point -------------- - --- Configuration: 0033-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6957102505.948323 - --- Energy: 53.35616382684589 - --- Workload: 371205000000.0 + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 129 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 114 in the X datas point -------------- - --- Configuration: 0333-0030 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8477809334.068076 - --- Energy: 58.764018507515395 - --- Workload: 498189000000.0 + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 183 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 14 in the X datas point -------------- - --- Configuration: 3003-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8528930131.004368 - --- Energy: 58.99281399223083 - --- Workload: 503147000000.0 + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 134 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 238 in the X datas point -------------- - --- Configuration: 0033-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8384408354.2244835 - --- Energy: 59.697236073290554 - --- Workload: 500528000000.0 + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 120 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 126 in the X datas point -------------- - --- Configuration: 3003-3330 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9353836943.914392 - --- Energy: 65.99051868650201 - --- Workload: 617264000000.0 + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 204 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 335 in the X datas point -------------- - --- Configuration: 0002-3330 - --- Energy efficiency: 9147875405.936972 - --- Energy: 51.28673303694986 - --- Workload: 469163000000.0 + --- Configuration: 333030-0-1 + --- Energy efficiency: 11193557883.566849 + --- Energy: 34.531211142434685 + --- Workload: 386527000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (51.28673303694986 mAh) it is NOT far from the median. ---- Median :51.28673303694986, the gap is : 10 ---- So No we don't romove this configuration '0003-0030' - --- remove_aberrant_points: The value [2.0, 0, 0, 0, 1, 2.0, 0, 0, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '0222-2220' +--- The energy of the current configuration (34.531211142434685 mAh) it is NOT far from the median. +--- Median :34.531211142434685, the gap is : 10 +--- So No we don't romove this configuration '330030-0-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '333333-2-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0222-2220' ---- Neighbour 0 in the list of neghbours, And at position 170 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-2-0' +--- Neighbour 0 in the list of neghbours, And at position 236 in the X datas point -------------- - --- Configuration: 0222-2220 + --- Configuration: 333333-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 11414873580.275099 - --- Energy: 57.359112207692405 - --- Workload: 654747000000.0 + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 236 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 349 in the X datas point -------------- - --- Configuration: 0222-2220 + --- Configuration: 333333-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 11529065350.201126 - --- Energy: 56.827789322012976 - --- Workload: 655171000000.0 + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 243 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 360 in the X datas point -------------- - --- Configuration: 0022-2220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10604498852.593224 - --- Energy: 53.16348231202643 - --- Workload: 563772000000.0 + --- Configuration: 333333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 251 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 62 in the X datas point -------------- - --- Configuration: 0222-1110 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 11528294469.531294 - --- Energy: 56.93002977667585 - --- Workload: 656306000000.0 + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 161 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 57 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 192 in the X datas point -------------- - --- Configuration: 0101-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9185604320.908272 - --- Energy: 48.9191931692468 - --- Workload: 449351000000.0 + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 309 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 100 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 319 in the X datas point -------------- - --- Configuration: 2222-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11468876336.840899 - --- Energy: 53.84120579706395 - --- Workload: 617498000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 124 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 395 in the X datas point -------------- - --- Configuration: 0020-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8376542330.856669 - --- Energy: 48.301162810596125 - --- Workload: 404596000000.0 + --- Configuration: 222222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 125 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 465 in the X datas point -------------- - --- Configuration: 2220-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9479212087.891254 - --- Energy: 49.57175430186782 - --- Workload: 469901000000.0 + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0222-2220' ---- Neighbour 0 in the list of neghbours, And at position 124 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-2-0' +--- Neighbour 0 in the list of neghbours, And at position 395 in the X datas point -------------- - --- Configuration: 0020-2220 + --- Configuration: 222222-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 8376542330.856669 - --- Energy: 48.301162810596125 - --- Workload: 404596000000.0 + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 57 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 161 in the X datas point -------------- - --- Configuration: 0101-2220 + --- Configuration: 303333-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 9185604320.908272 - --- Energy: 48.9191931692468 - --- Workload: 449351000000.0 + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 125 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 192 in the X datas point -------------- - --- Configuration: 2220-2220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 9479212087.891254 - --- Energy: 49.57175430186782 - --- Workload: 469901000000.0 + --- Configuration: 333333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 243 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 360 in the X datas point -------------- - --- Configuration: 0022-2220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10604498852.593224 - --- Energy: 53.16348231202643 - --- Workload: 563772000000.0 + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 100 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 465 in the X datas point -------------- - --- Configuration: 2222-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11468876336.840899 - --- Energy: 53.84120579706395 - --- Workload: 617498000000.0 + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 62 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 -------------- --- Neighbour 6 in the list of neghbours, And at position 236 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11529065350.201126 - --- Energy: 56.827789322012976 - --- Workload: 655171000000.0 + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 251 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 319 in the X datas point -------------- - --- Configuration: 0222-1110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11528294469.531294 - --- Energy: 56.93002977667585 - --- Workload: 656306000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 170 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 349 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11414873580.275099 - --- Energy: 57.359112207692405 - --- Workload: 654747000000.0 + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 309 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 100 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 465 in the X datas point -------------- - --- Configuration: 2222-2200 - --- Energy efficiency: 11468876336.840899 - --- Energy: 53.84120579706395 - --- Workload: 617498000000.0 + --- Configuration: 330333-2-0 + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (53.84120579706395 mAh) it is NOT far from the median. ---- Median :53.84120579706395, the gap is : 10 ---- So No we don't romove this configuration '0222-2220' - --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 1, 0.0, 0, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '3003-0110' +--- The energy of the current configuration (77.38792641178887 mAh) it is NOT far from the median. +--- Median :77.38792641178887, the gap is : 10 +--- So No we don't romove this configuration '333333-2-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '110010-0-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3003-0110' +--- Ordered by distance, Printing the list of the 10 first neighbours of '110010-0-3' --- Neighbour 0 in the list of neghbours, And at position 237 in the X datas point -------------- - --- Configuration: 3003-0110 + --- Configuration: 110010-0-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 8436326823.301135 - --- Energy: 59.49080386456649 - --- Workload: 501884000000.0 + --- Energy efficiency: 10831501906.88591 + --- Energy: 62.4324044343125 + --- Workload: 676237000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 183 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 35 in the X datas point -------------- - --- Configuration: 3003-0220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8528930131.004368 - --- Energy: 58.99281399223083 - --- Workload: 503147000000.0 + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 143 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 220020-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 80 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 254 in the X datas point -------------- - --- Configuration: 2002-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7245431755.278297 - --- Energy: 42.016301664202444 - --- Workload: 304426000000.0 + --- Configuration: 110011-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11783642889.632044 + --- Energy: 56.004272107212 + --- Workload: 659934000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 153 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 510 in the X datas point -------------- - --- Configuration: 2002-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7393168712.11001 - --- Energy: 41.1753628489377 - --- Workload: 304417000000.0 + --- Configuration: 111011-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11392233458.761824 + --- Energy: 69.72901800554702 + --- Workload: 794369000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 180 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 22 in the X datas point -------------- - --- Configuration: 3030-0110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7504014647.836593 - --- Energy: 41.82593528076137 - --- Workload: 313863000000.0 + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 182 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 36 in the X datas point -------------- - --- Configuration: 3303-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10225586667.47108 - --- Energy: 73.36262541667716 - --- Workload: 750176000000.0 + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 198 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 42 in the X datas point -------------- - --- Configuration: 3033-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8513391564.931638 - --- Energy: 58.43142458623579 - --- Workload: 497450000000.0 + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 232 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 55 in the X datas point -------------- - --- Configuration: 2002-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9205560158.335634 - --- Energy: 47.19609116514537 - --- Workload: 434467000000.0 + --- Configuration: 011010-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 94 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3003-0110' ---- Neighbour 0 in the list of neghbours, And at position 153 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '110010-0-3' +--- Neighbour 0 in the list of neghbours, And at position 36 in the X datas point -------------- - --- Configuration: 2002-0010 + --- Configuration: 110001-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 7393168712.11001 - --- Energy: 41.1753628489377 - --- Workload: 304417000000.0 + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 180 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 254 in the X datas point -------------- - --- Configuration: 3030-0110 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7504014647.836593 - --- Energy: 41.82593528076137 - --- Workload: 313863000000.0 + --- Configuration: 110011-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11783642889.632044 + --- Energy: 56.004272107212 + --- Workload: 659934000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 80 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 42 in the X datas point -------------- - --- Configuration: 2002-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7245431755.278297 - --- Energy: 42.016301664202444 - --- Workload: 304426000000.0 + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 232 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 237 in the X datas point -------------- - --- Configuration: 2002-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9205560158.335634 - --- Energy: 47.19609116514537 - --- Workload: 434467000000.0 + --- Configuration: 110010-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10831501906.88591 + --- Energy: 62.4324044343125 + --- Workload: 676237000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 143 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 220020-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 2 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 35 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 198 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 22 in the X datas point -------------- - --- Configuration: 3033-0100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8513391564.931638 - --- Energy: 58.43142458623579 - --- Workload: 497450000000.0 + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 183 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 55 in the X datas point -------------- - --- Configuration: 3003-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8528930131.004368 - --- Energy: 58.99281399223083 - --- Workload: 503147000000.0 + --- Configuration: 011010-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 237 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 510 in the X datas point -------------- - --- Configuration: 3003-0110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8436326823.301135 - --- Energy: 59.49080386456649 - --- Workload: 501884000000.0 + --- Configuration: 111011-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11392233458.761824 + --- Energy: 69.72901800554702 + --- Workload: 794369000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 182 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 94 in the X datas point -------------- - --- Configuration: 3303-0111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10225586667.47108 - --- Energy: 73.36262541667716 - --- Workload: 750176000000.0 + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 4 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 143 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 220020-0-3 + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (59.49080386456649 mAh) is far from the median. ---- Median :49.41467631934382, the gap is : 10 ---- So yes we remove this configuration '3003-0110' ---- remove_aberrant_points: The value [2.0, 1, 0, 0, 1, 0.0, 0, 1, 1, 0] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '2200-1000' +--- The energy of the current configuration (63.3690752564047 mAh) it is NOT far from the median. +--- Median :63.3690752564047, the gap is : 10 +--- So No we don't romove this configuration '110010-0-3' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 1, 0, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '330030-1-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2200-1000' ---- Neighbour 0 in the list of neghbours, And at position 174 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '330030-1-2' +--- Neighbour 0 in the list of neghbours, And at position 238 in the X datas point -------------- - --- Configuration: 2200-1000 + --- Configuration: 330030-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 5023055826.242454 - --- Energy: 35.164198939696966 - --- Workload: 176632000000.0 + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 238 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 42 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 5231876778.838105 - --- Energy: 35.35979917082616 - --- Workload: 184998000000.0 + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 87 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 615 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 14 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 102 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 177 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 162 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5065035050.042546 - --- Energy: 35.13598057141005 - --- Workload: 177965000000.0 + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 239 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 235 in the X datas point -------------- - --- Configuration: 0200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4343576935.606472 - --- Energy: 34.69772062521995 - --- Workload: 150712000000.0 + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 245 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 34 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 354 in the X datas point -------------- - --- Configuration: 2000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Configuration: 330033-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13506559460.602041 + --- Energy: 80.9473075242288 + --- Workload: 1093320000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2200-1000' ---- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '330030-1-2' +--- Neighbour 0 in the list of neghbours, And at position 235 in the X datas point -------------- - --- Configuration: 2000-0000 + --- Configuration: 330030-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 1014996574.3865615 - --- Energy: 29.02206558996354 - --- Workload: 29457300000.0 + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 102 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 14 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1980229389.772511 - --- Energy: 30.277288658122774 - --- Workload: 59956000000.0 + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 239 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 615 in the X datas point -------------- - --- Configuration: 0200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4343576935.606472 - --- Energy: 34.69772062521995 - --- Workload: 150712000000.0 + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 177 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 42 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5065035050.042546 - --- Energy: 35.13598057141005 - --- Workload: 177965000000.0 + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 174 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 238 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5023055826.242454 - --- Energy: 35.164198939696966 - --- Workload: 176632000000.0 + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 238 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 245 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5231876778.838105 - --- Energy: 35.35979917082616 - --- Workload: 184998000000.0 + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 162 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 87 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 354 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 330033-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13506559460.602041 + --- Energy: 80.9473075242288 + --- Workload: 1093320000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 177 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 42 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Energy efficiency: 5065035050.042546 - --- Energy: 35.13598057141005 - --- Workload: 177965000000.0 + --- Configuration: 220020-1-2 + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (35.13598057141005 mAh) it is NOT far from the median. ---- Median :35.13598057141005, the gap is : 10 ---- So No we don't romove this configuration '2200-1000' - --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 0, 0.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '0200-1000' +--- The energy of the current configuration (62.38781956977318 mAh) it is NOT far from the median. +--- Median :62.38781956977318, the gap is : 10 +--- So No we don't romove this configuration '330030-1-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '222222-3-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0200-1000' ---- Neighbour 0 in the list of neghbours, And at position 239 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-3-0' +--- Neighbour 0 in the list of neghbours, And at position 222 in the X datas point -------------- - --- Configuration: 0200-1000 + --- Configuration: 222222-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 4343576935.606472 - --- Energy: 34.69772062521995 - --- Workload: 150712000000.0 + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 79 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 239 in the X datas point -------------- - --- Configuration: 0200-1100 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 6540008502.011052 - --- Energy: 42.722378810206706 - --- Workload: 279405000000.0 + --- Configuration: 222222-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 174 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 221 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5023055826.242454 - --- Energy: 35.164198939696966 - --- Workload: 176632000000.0 + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 238 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 251 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5231876778.838105 - --- Energy: 35.35979917082616 - --- Workload: 184998000000.0 + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 37 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 309 in the X datas point -------------- - --- Configuration: 2200-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 319 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 366 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 395 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 222222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 75 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 476 in the X datas point -------------- - --- Configuration: 0000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15954255957.319174 + --- Energy: 64.94187940590403 + --- Workload: 1036100000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 87 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 41 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6928278461.367919 - --- Energy: 53.6166443408558 - --- Workload: 371471000000.0 + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0200-1000' ---- Neighbour 0 in the list of neghbours, And at position 37 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-3-0' +--- Neighbour 0 in the list of neghbours, And at position 395 in the X datas point -------------- - --- Configuration: 2200-0000 + --- Configuration: 222222-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 1998856653.9939156 - --- Energy: 30.07061597004587 - --- Workload: 60106800000.0 + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 239 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 366 in the X datas point -------------- - --- Configuration: 0200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 4343576935.606472 - --- Energy: 34.69772062521995 - --- Workload: 150712000000.0 + --- Configuration: 111111-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 174 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 41 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5023055826.242454 - --- Energy: 35.164198939696966 - --- Workload: 176632000000.0 + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 238 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 476 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5231876778.838105 - --- Energy: 35.35979917082616 - --- Workload: 184998000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15954255957.319174 + --- Energy: 64.94187940590403 + --- Workload: 1036100000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 75 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 239 in the X datas point -------------- - --- Configuration: 0000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 222 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 221 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 251 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 79 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 319 in the X datas point -------------- - --- Configuration: 0200-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6540008502.011052 - --- Energy: 42.722378810206706 - --- Workload: 279405000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 87 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 309 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6928278461.367919 - --- Energy: 53.6166443408558 - --- Workload: 371471000000.0 + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 75 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 239 in the X datas point -------------- - --- Configuration: 0000-1000 - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Configuration: 222222-3-0 + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (35.44774676664167 mAh) it is NOT far from the median. ---- Median :35.44774676664167, the gap is : 10 ---- So No we don't romove this configuration '0200-1000' - --- remove_aberrant_points: The value [1.0, 0, 1, 0, 0, 0.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 0.0, 1, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '1101-1110' +--- The energy of the current configuration (68.8022036229322 mAh) it is NOT far from the median. +--- Median :68.8022036229322, the gap is : 10 +--- So No we don't romove this configuration '222222-3-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '222222-3-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1101-1110' ---- Neighbour 0 in the list of neghbours, And at position 240 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-3-2' +--- Neighbour 0 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 1101-1110 + --- Configuration: 222222-3-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 9910704551.9866 - --- Energy: 49.880002810073556 - --- Workload: 494348000000.0 + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 57 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 240 in the X datas point -------------- - --- Configuration: 0101-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9185604320.908272 - --- Energy: 48.9191931692468 - --- Workload: 449351000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 78 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 330 in the X datas point -------------- - --- Configuration: 1001-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9166575000.916658 - --- Energy: 50.735447078258076 - --- Workload: 465069000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15386698506.874779 + --- Energy: 100.44256053548322 + --- Workload: 1545480000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 216 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 1100-0110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7524397860.061248 - --- Energy: 41.9385253841261 - --- Workload: 315563000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 7 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 1000-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6501654671.113798 - --- Energy: 42.85376093977719 - --- Workload: 278621000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 214 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 62 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 226 in the X datas point -------------- - --- Configuration: 0001-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6336774201.724871 - --- Energy: 45.652440385434886 - --- Workload: 289290000000.0 + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 72 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 251 in the X datas point -------------- - --- Configuration: 1000-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6448575832.027497 - --- Energy: 42.80059101405426 - --- Workload: 276003000000.0 + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 91 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 272 in the X datas point -------------- - --- Configuration: 0101-2020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8367150566.874451 - --- Energy: 43.37670883350873 - --- Workload: 362938000000.0 + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 105 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 342 in the X datas point -------------- - --- Configuration: 1101-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6788174999.151478 - --- Energy: 36.70897651674008 - --- Workload: 249187000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1101-1110' ---- Neighbour 0 in the list of neghbours, And at position 42 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-3-2' +--- Neighbour 0 in the list of neghbours, And at position 272 in the X datas point -------------- - --- Configuration: 1100-1000 + --- Configuration: 222202-3-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 105 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 251 in the X datas point -------------- - --- Configuration: 1101-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6788174999.151478 - --- Energy: 36.70897651674008 - --- Workload: 249187000000.0 + --- Configuration: 222222-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 216 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 1100-0110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7524397860.061248 - --- Energy: 41.9385253841261 - --- Workload: 315563000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 72 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 240 in the X datas point -------------- - --- Configuration: 1000-1100 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6448575832.027497 - --- Energy: 42.80059101405426 - --- Workload: 276003000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 -------------- --- Neighbour 4 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 1000-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6501654671.113798 - --- Energy: 42.85376093977719 - --- Workload: 278621000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 91 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 226 in the X datas point -------------- - --- Configuration: 0101-2020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8367150566.874451 - --- Energy: 43.37670883350873 - --- Workload: 362938000000.0 + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 62 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 342 in the X datas point -------------- - --- Configuration: 0001-1100 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6336774201.724871 - --- Energy: 45.652440385434886 - --- Workload: 289290000000.0 + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 57 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 330 in the X datas point -------------- - --- Configuration: 0101-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9185604320.908272 - --- Energy: 48.9191931692468 - --- Workload: 449351000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15386698506.874779 + --- Energy: 100.44256053548322 + --- Workload: 1545480000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 240 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 1101-1110 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9910704551.9866 - --- Energy: 49.880002810073556 - --- Workload: 494348000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 78 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 214 in the X datas point -------------- - --- Configuration: 1001-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9166575000.916658 - --- Energy: 50.735447078258076 - --- Workload: 465069000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 -------------- -------------- --- Median at position 4 in the list of neghbours, And at position 7 in the X datas point -------------- - --- Configuration: 1000-1010 - --- Energy efficiency: 6501654671.113798 - --- Energy: 42.85376093977719 - --- Workload: 278621000000.0 + --- Configuration: 222222-3-3 + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (42.85376093977719 mAh) it is NOT far from the median. ---- Median :42.85376093977719, the gap is : 10 ---- So No we don't romove this configuration '1101-1110' - --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 0.0, 1, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 1, 0.0, 1, 1, 1, 1] ---- Computing the list of the 10 first neighbours of '2002-1111' +--- The energy of the current configuration (97.28797445994333 mAh) it is NOT far from the median. +--- Median :97.28797445994333, the gap is : 10 +--- So No we don't romove this configuration '222222-3-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '220202-0-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2002-1111' +--- Ordered by distance, Printing the list of the 10 first neighbours of '220202-0-1' --- Neighbour 0 in the list of neghbours, And at position 241 in the X datas point -------------- - --- Configuration: 2002-1111 + --- Configuration: 220202-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 11245140693.577787 - --- Energy: 59.880442963642075 - --- Workload: 673364000000.0 + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 55 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 33 in the X datas point -------------- - --- Configuration: 2002-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8950387999.31977 - --- Energy: 47.4541739001796 - --- Workload: 424732000000.0 + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 90 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 150 in the X datas point -------------- - --- Configuration: 2002-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8795770993.306417 - --- Energy: 48.71596839606954 - --- Workload: 428493000000.0 + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 93 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 262 in the X datas point -------------- - --- Configuration: 3003-1101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9428892010.8998 - --- Energy: 67.46193459835338 - --- Workload: 636090000000.0 + --- Configuration: 222202-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10269365455.90848 + --- Energy: 18.3191369059882 + --- Workload: 188126000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 157 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 581 in the X datas point -------------- - --- Configuration: 0022-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11384996168.94879 - --- Energy: 60.652013004669556 - --- Workload: 690523000000.0 + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15557640279.352987 + --- Energy: 50.470000516399516 + --- Workload: 785194000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 194 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 2 in the X datas point -------------- - --- Configuration: 0002-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9116518219.361662 - --- Energy: 51.19519895467268 - --- Workload: 466724000000.0 + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 209 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 60 in the X datas point -------------- - --- Configuration: 0022-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11525411226.672567 - --- Energy: 59.99293901124158 - --- Workload: 691443000000.0 + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 125 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 126 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 78 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 165 in the X datas point -------------- - --- Configuration: 1001-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9166575000.916658 - --- Energy: 50.735447078258076 - --- Workload: 465069000000.0 + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2002-1111' ---- Neighbour 0 in the list of neghbours, And at position 55 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '220202-0-1' +--- Neighbour 0 in the list of neghbours, And at position 262 in the X datas point -------------- - --- Configuration: 2002-0101 + --- Configuration: 222202-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 8950387999.31977 - --- Energy: 47.4541739001796 - --- Workload: 424732000000.0 + --- Energy efficiency: 10269365455.90848 + --- Energy: 18.3191369059882 + --- Workload: 188126000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 90 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 60 in the X datas point -------------- - --- Configuration: 2002-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8795770993.306417 - --- Energy: 48.71596839606954 - --- Workload: 428493000000.0 + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 4 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 2 in the X datas point -------------- - --- Configuration: 3000-1110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8096707069.234942 - --- Energy: 49.41467631934382 - --- Workload: 400095000000.0 + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 78 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 241 in the X datas point -------------- - --- Configuration: 1001-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9166575000.916658 - --- Energy: 50.735447078258076 - --- Workload: 465069000000.0 + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 194 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 33 in the X datas point -------------- - --- Configuration: 0002-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9116518219.361662 - --- Energy: 51.19519895467268 - --- Workload: 466724000000.0 + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 241 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 150 in the X datas point -------------- - --- Configuration: 2002-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11245140693.577787 - --- Energy: 59.880442963642075 - --- Workload: 673364000000.0 + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 209 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 581 in the X datas point -------------- - --- Configuration: 0022-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11525411226.672567 - --- Energy: 59.99293901124158 - --- Workload: 691443000000.0 + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15557640279.352987 + --- Energy: 50.470000516399516 + --- Workload: 785194000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 125 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 157 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 126 in the X datas point -------------- - --- Configuration: 0022-1111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11384996168.94879 - --- Energy: 60.652013004669556 - --- Workload: 690523000000.0 + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 93 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 165 in the X datas point -------------- - --- Configuration: 3003-1101 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9428892010.8998 - --- Energy: 67.46193459835338 - --- Workload: 636090000000.0 + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 194 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 33 in the X datas point -------------- - --- Configuration: 0002-0111 - --- Energy efficiency: 9116518219.361662 - --- Energy: 51.19519895467268 - --- Workload: 466724000000.0 + --- Configuration: 220222-0-1 + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (51.19519895467268 mAh) it is NOT far from the median. ---- Median :51.19519895467268, the gap is : 10 ---- So No we don't romove this configuration '2002-1111' - --- remove_aberrant_points: The value [1.0, 1, 0, 0, 1, 0.0, 1, 1, 1, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 2.0, 1, 1, 0, 0] ---- Computing the list of the 10 first neighbours of '2200-3300' +--- The energy of the current configuration (48.32825169162293 mAh) it is NOT far from the median. +--- Median :48.32825169162293, the gap is : 10 +--- So No we don't romove this configuration '220202-0-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 0, 1, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '333030-3-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '2200-3300' +--- Ordered by distance, Printing the list of the 10 first neighbours of '333030-3-2' --- Neighbour 0 in the list of neghbours, And at position 242 in the X datas point -------------- - --- Configuration: 2200-3300 + --- Configuration: 333030-3-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 7549106940.648921 - --- Energy: 41.72057827645338 - --- Workload: 314953000000.0 + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 260 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 033030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 30 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 469 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6611133148.221605 - --- Energy: 42.19510352720739 - --- Workload: 278957000000.0 + --- Configuration: 330030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 749 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 303030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6007774059.633164 + --- Energy: 12.57695300211794 + --- Workload: 75559400000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 73 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 2000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6539495281.754154 - --- Energy: 42.61363347008094 - --- Workload: 278672000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 74 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 87 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6473246073.976255 - --- Energy: 42.474892742303716 - --- Workload: 274951000000.0 + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 123 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 144 in the X datas point -------------- - --- Configuration: 2220-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9571301409.852697 - --- Energy: 49.20594289132612 - --- Workload: 470964000000.0 + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 143 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 151 in the X datas point -------------- - --- Configuration: 0200-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8906781623.528154 - --- Energy: 47.48626285009536 - --- Workload: 422949000000.0 + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 158 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 214 in the X datas point -------------- - --- Configuration: 2220-0300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6002689204.763734 - --- Energy: 36.30048338737668 - --- Workload: 217901000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 177 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 258 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5065035050.042546 - --- Energy: 35.13598057141005 - --- Workload: 177965000000.0 + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '2200-3300' ---- Neighbour 0 in the list of neghbours, And at position 177 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333030-3-2' +--- Neighbour 0 in the list of neghbours, And at position 749 in the X datas point -------------- - --- Configuration: 2200-2000 + --- Configuration: 303030-3-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 5065035050.042546 - --- Energy: 35.13598057141005 - --- Workload: 177965000000.0 + --- Energy efficiency: 6007774059.633164 + --- Energy: 12.57695300211794 + --- Workload: 75559400000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 158 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 260 in the X datas point -------------- - --- Configuration: 2220-0300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6002689204.763734 - --- Energy: 36.30048338737668 - --- Workload: 217901000000.0 + --- Configuration: 033030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 87 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 258 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 242 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 469 in the X datas point -------------- - --- Configuration: 2200-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7549106940.648921 - --- Energy: 41.72057827645338 - --- Workload: 314953000000.0 + --- Configuration: 330030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 30 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 144 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6611133148.221605 - --- Energy: 42.19510352720739 - --- Workload: 278957000000.0 + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 74 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 242 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6473246073.976255 - --- Energy: 42.474892742303716 - --- Workload: 274951000000.0 + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 73 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 8 in the X datas point -------------- - --- Configuration: 2000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6539495281.754154 - --- Energy: 42.61363347008094 - --- Workload: 278672000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 143 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 151 in the X datas point -------------- - --- Configuration: 0200-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8906781623.528154 - --- Energy: 47.48626285009536 - --- Workload: 422949000000.0 + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 123 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 214 in the X datas point -------------- - --- Configuration: 2220-3330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9571301409.852697 - --- Energy: 49.20594289132612 - --- Workload: 470964000000.0 + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 242 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 469 in the X datas point -------------- - --- Configuration: 2200-3300 - --- Energy efficiency: 7549106940.648921 - --- Energy: 41.72057827645338 - --- Workload: 314953000000.0 + --- Configuration: 330030-3-2 + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (41.72057827645338 mAh) it is NOT far from the median. ---- Median :41.72057827645338, the gap is : 10 ---- So No we don't romove this configuration '2200-3300' - --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 2.0, 1, 1, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 1, 1.0, 1, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '0022-2220' +--- The energy of the current configuration (79.44879111187178 mAh) it is NOT far from the median. +--- Median :79.44879111187178, the gap is : 10 +--- So No we don't romove this configuration '333030-3-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 0, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '111011-1-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0022-2220' +--- Ordered by distance, Printing the list of the 10 first neighbours of '111011-1-1' --- Neighbour 0 in the list of neghbours, And at position 243 in the X datas point -------------- - --- Configuration: 0022-2220 + --- Configuration: 111011-1-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 10604498852.593224 - --- Energy: 53.16348231202643 - --- Workload: 563772000000.0 + --- Energy efficiency: 14576855743.06251 + --- Energy: 41.794008855435 + --- Workload: 609225000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 124 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 208 in the X datas point -------------- - --- Configuration: 0020-2220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8376542330.856669 - --- Energy: 48.301162810596125 - --- Workload: 404596000000.0 + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 170 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 341 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 11414873580.275099 - --- Energy: 57.359112207692405 - --- Workload: 654747000000.0 + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 236 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 490 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 11529065350.201126 - --- Energy: 56.827789322012976 - --- Workload: 655171000000.0 + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929324771.852247 + --- Energy: 40.838573735993684 + --- Workload: 650531000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 99 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 721 in the X datas point -------------- - --- Configuration: 0011-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7849108733.703288 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Configuration: 111010-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13671885681.160686 + --- Energy: 40.784636165372405 + --- Workload: 557603000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 102 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 0033-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8336042547.16116 - --- Energy: 59.96771726749321 - --- Workload: 499893000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 130 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 38 in the X datas point -------------- - --- Configuration: 2022-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10578920865.440357 - --- Energy: 50.18755172966964 - --- Workload: 530930000000.0 + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 134 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 65 in the X datas point -------------- - --- Configuration: 0033-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8384408354.2244835 - --- Energy: 59.697236073290554 - --- Workload: 500528000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 157 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 0022-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11384996168.94879 - --- Energy: 60.652013004669556 - --- Workload: 690523000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0022-2220' ---- Neighbour 0 in the list of neghbours, And at position 99 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111011-1-1' +--- Neighbour 0 in the list of neghbours, And at position 208 in the X datas point -------------- - --- Configuration: 0011-2200 + --- Configuration: 111011-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 7849108733.703288 - --- Energy: 42.07381484773657 - --- Workload: 330242000000.0 + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 124 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 341 in the X datas point -------------- - --- Configuration: 0020-2220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8376542330.856669 - --- Energy: 48.301162810596125 - --- Workload: 404596000000.0 + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 130 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 721 in the X datas point -------------- - --- Configuration: 2022-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10578920865.440357 - --- Energy: 50.18755172966964 - --- Workload: 530930000000.0 + --- Configuration: 111010-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13671885681.160686 + --- Energy: 40.784636165372405 + --- Workload: 557603000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 243 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 490 in the X datas point -------------- - --- Configuration: 0022-2220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10604498852.593224 - --- Energy: 53.16348231202643 - --- Workload: 563772000000.0 + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929324771.852247 + --- Energy: 40.838573735993684 + --- Workload: 650531000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 236 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 38 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 11529065350.201126 - --- Energy: 56.827789322012976 - --- Workload: 655171000000.0 + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 170 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 243 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11414873580.275099 - --- Energy: 57.359112207692405 - --- Workload: 654747000000.0 + --- Configuration: 111011-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14576855743.06251 + --- Energy: 41.794008855435 + --- Workload: 609225000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 134 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 21 in the X datas point -------------- - --- Configuration: 0033-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8384408354.2244835 - --- Energy: 59.697236073290554 - --- Workload: 500528000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 102 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 118 in the X datas point -------------- - --- Configuration: 0033-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8336042547.16116 - --- Energy: 59.96771726749321 - --- Workload: 499893000000.0 + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 64 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 27 in the X datas point -------------- - --- Configuration: 2022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10870309597.28764 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 157 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 65 in the X datas point -------------- - --- Configuration: 0022-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11384996168.94879 - --- Energy: 60.652013004669556 - --- Workload: 690523000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 236 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 38 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Energy efficiency: 11529065350.201126 - --- Energy: 56.827789322012976 - --- Workload: 655171000000.0 + --- Configuration: 111101-1-1 + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (56.827789322012976 mAh) it is NOT far from the median. ---- Median :56.827789322012976, the gap is : 10 ---- So No we don't romove this configuration '0022-2220' - --- remove_aberrant_points: The value [1.0, 0, 0, 1, 1, 1.0, 1, 1, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 1.0, 0, 1, 1, 1] ---- Computing the list of the 10 first neighbours of '0101-0222' +--- The energy of the current configuration (41.43583708148781 mAh) it is NOT far from the median. +--- Median :41.43583708148781, the gap is : 10 +--- So No we don't romove this configuration '111011-1-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '202220-3-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0101-0222' +--- Ordered by distance, Printing the list of the 10 first neighbours of '202220-3-0' --- Neighbour 0 in the list of neghbours, And at position 244 in the X datas point -------------- - --- Configuration: 0101-0222 + --- Configuration: 202220-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 10233675752.123999 - --- Energy: 84.26690937159533 - --- Workload: 862360000000.0 + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 52 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 466 in the X datas point -------------- - --- Configuration: 1101-0202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9914340101.522842 - --- Energy: 65.015157087009 - --- Workload: 644582000000.0 + --- Configuration: 202220-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11749390206.648275 + --- Energy: 56.72728338180733 + --- Workload: 666511000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 57 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 15 in the X datas point -------------- - --- Configuration: 0101-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9185604320.908272 - --- Energy: 48.9191931692468 - --- Workload: 449351000000.0 + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 82 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 607 in the X datas point -------------- - --- Configuration: 0101-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5549420363.04308 - --- Energy: 37.334916995372765 - --- Workload: 207187000000.0 + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12845347158.352303 + --- Energy: 50.56673738427292 + --- Workload: 649547000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 103 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 73 in the X datas point -------------- - --- Configuration: 0101-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7878296082.123358 - --- Energy: 42.51302006574951 - --- Workload: 334929000000.0 + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 160 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 88 in the X datas point -------------- - --- Configuration: 0001-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9243340173.405062 - --- Energy: 40.84258552984255 - --- Workload: 377523000000.0 + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 223 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 116 in the X datas point -------------- - --- Configuration: 0011-0222 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10205779124.487032 - --- Energy: 84.56198872402297 - --- Workload: 863021000000.0 + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 224 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 205 in the X datas point -------------- - --- Configuration: 1100-0222 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10065860928.052246 - --- Energy: 83.39866371497797 - --- Workload: 839479000000.0 + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 222 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 58 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 239 in the X datas point -------------- - --- Configuration: 0001-0020 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 4533975344.242078 - --- Energy: 35.4792605525655 - --- Workload: 160862000000.0 + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0101-0222' ---- Neighbour 0 in the list of neghbours, And at position 58 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '202220-3-0' +--- Neighbour 0 in the list of neghbours, And at position 607 in the X datas point -------------- - --- Configuration: 0001-0020 + --- Configuration: 303330-3-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 4533975344.242078 - --- Energy: 35.4792605525655 - --- Workload: 160862000000.0 + --- Energy efficiency: 12845347158.352303 + --- Energy: 50.56673738427292 + --- Workload: 649547000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 82 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 15 in the X datas point -------------- - --- Configuration: 0101-0200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5549420363.04308 - --- Energy: 37.334916995372765 - --- Workload: 207187000000.0 + --- Configuration: 303330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 160 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 73 in the X datas point -------------- - --- Configuration: 0001-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9243340173.405062 - --- Energy: 40.84258552984255 - --- Workload: 377523000000.0 + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 103 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 244 in the X datas point -------------- - --- Configuration: 0101-0330 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7878296082.123358 - --- Energy: 42.51302006574951 - --- Workload: 334929000000.0 + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 57 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 466 in the X datas point -------------- - --- Configuration: 0101-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9185604320.908272 - --- Energy: 48.9191931692468 - --- Workload: 449351000000.0 + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11749390206.648275 + --- Energy: 56.72728338180733 + --- Workload: 666511000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 10 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 88 in the X datas point -------------- - --- Configuration: 0011-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8964027358.211496 - --- Energy: 50.74428137607953 - --- Workload: 454872000000.0 + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 52 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 239 in the X datas point -------------- - --- Configuration: 1101-0202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9914340101.522842 - --- Energy: 65.015157087009 - --- Workload: 644582000000.0 + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 224 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 222 in the X datas point -------------- - --- Configuration: 1100-0222 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10065860928.052246 - --- Energy: 83.39866371497797 - --- Workload: 839479000000.0 + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 244 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 205 in the X datas point -------------- - --- Configuration: 0101-0222 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10233675752.123999 - --- Energy: 84.26690937159533 - --- Workload: 862360000000.0 + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 223 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 116 in the X datas point -------------- - --- Configuration: 0011-0222 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10205779124.487032 - --- Energy: 84.56198872402297 - --- Workload: 863021000000.0 + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 57 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 466 in the X datas point -------------- - --- Configuration: 0101-2220 - --- Energy efficiency: 9185604320.908272 - --- Energy: 48.9191931692468 - --- Workload: 449351000000.0 + --- Configuration: 202220-3-0 + --- Energy efficiency: 11749390206.648275 + --- Energy: 56.72728338180733 + --- Workload: 666511000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (84.26690937159533 mAh) is far from the median. ---- Median :48.9191931692468, the gap is : 10 ---- So yes we remove this configuration '0101-0222' ---- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 1.0, 0, 1, 1, 1] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 1.0, 0, 0, 0, 1] ---- Computing the list of the 10 first neighbours of '1011-0002' +--- The energy of the current configuration (56.72728338180733 mAh) it is NOT far from the median. +--- Median :56.72728338180733, the gap is : 10 +--- So No we don't romove this configuration '202220-3-0' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '220220-1-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1011-0002' ---- Neighbour 0 in the list of neghbours, And at position 245 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '220220-1-2' +--- Neighbour 0 in the list of neghbours, And at position 162 in the X datas point -------------- - --- Configuration: 1011-0002 + --- Configuration: 220220-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 7793442597.398549 - --- Energy: 48.497409609038264 - --- Workload: 377963000000.0 + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 54 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 245 in the X datas point -------------- - --- Configuration: 1001-0002 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7043096708.760907 - --- Energy: 47.6050128004243 - --- Workload: 335286000000.0 + --- Configuration: 220220-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 128 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 42 in the X datas point -------------- - --- Configuration: 1001-2002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9165566798.65083 - --- Energy: 65.10994999301121 - --- Workload: 596772000000.0 + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 165 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 124 in the X datas point -------------- - --- Configuration: 1111-2002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10098612955.510561 - --- Energy: 67.2428641168314 - --- Workload: 679060000000.0 + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 208 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 615 in the X datas point -------------- - --- Configuration: 1011-0011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8737821661.059898 - --- Energy: 42.79354542763764 - --- Workload: 373921000000.0 + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 47 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 5 in the X datas point -------------- - --- Configuration: 1001-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 50 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 80 in the X datas point -------------- - --- Configuration: 0001-2002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8407741848.694279 - --- Energy: 65.1809584910712 - --- Workload: 548023000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 52 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 165 in the X datas point -------------- - --- Configuration: 1101-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9914340101.522842 - --- Energy: 65.015157087009 - --- Workload: 644582000000.0 + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 53 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 238 in the X datas point -------------- - --- Configuration: 0011-0000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 2745412415.8531094 - --- Energy: 29.5448803510097 - --- Workload: 81112900000.0 + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 67 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 246 in the X datas point -------------- - --- Configuration: 0110-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6145261695.969323 - --- Energy: 51.31617435224532 - --- Workload: 315351000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1011-0002' ---- Neighbour 0 in the list of neghbours, And at position 53 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '220220-1-2' +--- Neighbour 0 in the list of neghbours, And at position 615 in the X datas point -------------- - --- Configuration: 0011-0000 + --- Configuration: 220020-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 2745412415.8531094 - --- Energy: 29.5448803510097 - --- Workload: 81112900000.0 + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 47 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 42 in the X datas point -------------- - --- Configuration: 1001-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5236095548.271565 - --- Energy: 39.7073615035878 - --- Workload: 207911000000.0 + --- Configuration: 220020-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 208 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 238 in the X datas point -------------- - --- Configuration: 1011-0011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8737821661.059898 - --- Energy: 42.79354542763764 - --- Workload: 373921000000.0 + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 54 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 245 in the X datas point -------------- - --- Configuration: 1001-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7043096708.760907 - --- Energy: 47.6050128004243 - --- Workload: 335286000000.0 + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 245 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 5 in the X datas point -------------- - --- Configuration: 1011-0002 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7793442597.398549 - --- Energy: 48.497409609038264 - --- Workload: 377963000000.0 + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 67 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 80 in the X datas point -------------- - --- Configuration: 0110-0002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6145261695.969323 - --- Energy: 51.31617435224532 - --- Workload: 315351000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 52 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 124 in the X datas point -------------- - --- Configuration: 1101-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9914340101.522842 - --- Energy: 65.015157087009 - --- Workload: 644582000000.0 + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 128 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 162 in the X datas point -------------- - --- Configuration: 1001-2002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9165566798.65083 - --- Energy: 65.10994999301121 - --- Workload: 596772000000.0 + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 50 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 246 in the X datas point -------------- - --- Configuration: 0001-2002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8407741848.694279 - --- Energy: 65.1809584910712 - --- Workload: 548023000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 -------------- --- Neighbour 9 in the list of neghbours, And at position 165 in the X datas point -------------- - --- Configuration: 1111-2002 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10098612955.510561 - --- Energy: 67.2428641168314 - --- Workload: 679060000000.0 + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 245 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 5 in the X datas point -------------- - --- Configuration: 1011-0002 - --- Energy efficiency: 7793442597.398549 - --- Energy: 48.497409609038264 - --- Workload: 377963000000.0 + --- Configuration: 111110-1-2 + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (48.497409609038264 mAh) it is NOT far from the median. ---- Median :48.497409609038264, the gap is : 10 ---- So No we don't romove this configuration '1011-0002' - --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1.0, 0, 0, 0, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 0.0, 1, 0, 1, 1] ---- Computing the list of the 10 first neighbours of '0330-1011' +--- The energy of the current configuration (63.44082042960884 mAh) it is NOT far from the median. +--- Median :63.44082042960884, the gap is : 10 +--- So No we don't romove this configuration '220220-1-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 1, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '110111-1-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0330-1011' ---- Neighbour 0 in the list of neghbours, And at position 246 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '110111-1-2' +--- Neighbour 0 in the list of neghbours, And at position 80 in the X datas point -------------- - --- Configuration: 0330-1011 + --- Configuration: 110111-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 9121757215.309958 - --- Energy: 48.6433554663716 - --- Workload: 443713000000.0 + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 59 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 246 in the X datas point -------------- - --- Configuration: 3330-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9820095844.135439 - --- Energy: 58.230522602615636 - --- Workload: 571832000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 60 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 65 in the X datas point -------------- - --- Configuration: 0330-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7854719115.244439 - --- Energy: 56.794731664850964 - --- Workload: 446108000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 94 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 131 in the X datas point -------------- - --- Configuration: 0220-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7282684688.88371 - --- Energy: 43.18443043197562 - --- Workload: 314499000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 106 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 611 in the X datas point -------------- - --- Configuration: 0333-0011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9607255399.277534 - --- Energy: 65.95120166169613 - --- Workload: 633609000000.0 + --- Configuration: 010111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13285064266.49839 + --- Energy: 63.33291473508287 + --- Workload: 841382000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 163 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 653 in the X datas point -------------- - --- Configuration: 0220-2022 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10070047248.66169 - --- Energy: 83.48428558869355 - --- Workload: 840691000000.0 + --- Configuration: 100111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12648173350.804678 + --- Energy: 65.36175990721286 + --- Workload: 826707000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 2 in the X datas point -------------- - --- Configuration: 0303-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8236960890.90969 - --- Energy: 61.00540758755291 - --- Workload: 502499000000.0 + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 113 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 5 in the X datas point -------------- - --- Configuration: 3303-1011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10227751572.005417 - --- Energy: 73.37868558375581 - --- Workload: 750499000000.0 + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 142 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 85 in the X datas point -------------- - --- Configuration: 0300-0010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 3550266447.4968843 - --- Energy: 34.61491775303547 - --- Workload: 122892000000.0 + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 149 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 104 in the X datas point -------------- - --- Configuration: 0033-0011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8411277841.329655 - --- Energy: 59.541753106093076 - --- Workload: 500822000000.0 + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0330-1011' ---- Neighbour 0 in the list of neghbours, And at position 142 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '110111-1-2' +--- Neighbour 0 in the list of neghbours, And at position 2 in the X datas point -------------- - --- Configuration: 0300-0010 + --- Configuration: 110111-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 3550266447.4968843 - --- Energy: 34.61491775303547 - --- Workload: 122892000000.0 + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 94 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 611 in the X datas point -------------- - --- Configuration: 0220-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7282684688.88371 - --- Energy: 43.18443043197562 - --- Workload: 314499000000.0 + --- Configuration: 010111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13285064266.49839 + --- Energy: 63.33291473508287 + --- Workload: 841382000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 246 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 5 in the X datas point -------------- - --- Configuration: 0330-1011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9121757215.309958 - --- Energy: 48.6433554663716 - --- Workload: 443713000000.0 + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 60 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 80 in the X datas point -------------- - --- Configuration: 0330-0111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7854719115.244439 - --- Energy: 56.794731664850964 - --- Workload: 446108000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 59 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 85 in the X datas point -------------- - --- Configuration: 3330-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9820095844.135439 - --- Energy: 58.230522602615636 - --- Workload: 571832000000.0 + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 149 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 65 in the X datas point -------------- - --- Configuration: 0033-0011 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8411277841.329655 - --- Energy: 59.541753106093076 - --- Workload: 500822000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 653 in the X datas point -------------- - --- Configuration: 0303-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8236960890.90969 - --- Energy: 61.00540758755291 - --- Workload: 502499000000.0 + --- Configuration: 100111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12648173350.804678 + --- Energy: 65.36175990721286 + --- Workload: 826707000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 106 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 246 in the X datas point -------------- - --- Configuration: 0333-0011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9607255399.277534 - --- Energy: 65.95120166169613 - --- Workload: 633609000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 113 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 131 in the X datas point -------------- - --- Configuration: 3303-1011 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10227751572.005417 - --- Energy: 73.37868558375581 - --- Workload: 750499000000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 163 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 104 in the X datas point -------------- - --- Configuration: 0220-2022 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10070047248.66169 - --- Energy: 83.48428558869355 - --- Workload: 840691000000.0 + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 59 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 85 in the X datas point -------------- - --- Configuration: 3330-1111 - --- Energy efficiency: 9820095844.135439 - --- Energy: 58.230522602615636 - --- Workload: 571832000000.0 + --- Configuration: 011111-1-2 + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (58.230522602615636 mAh) it is NOT far from the median. ---- Median :58.230522602615636, the gap is : 10 ---- So No we don't romove this configuration '0330-1011' - --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 0.0, 1, 0, 1, 1] is not an abberant point. - --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 0.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '1110-1000' +--- The energy of the current configuration (64.6497062836685 mAh) it is NOT far from the median. +--- Median :64.6497062836685, the gap is : 10 +--- So No we don't romove this configuration '110111-1-2' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '111111-1-3' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '1110-1000' ---- Neighbour 0 in the list of neghbours, And at position 247 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-1-3' +--- Neighbour 0 in the list of neghbours, And at position 140 in the X datas point -------------- - --- Configuration: 1110-1000 + --- Configuration: 111111-1-3 --- Distance from that configuration: [1.] - --- Energy efficiency: 6238497769.737048 - --- Energy: 35.660197143265485 - --- Workload: 222466000000.0 + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 38 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 247 in the X datas point -------------- - --- Configuration: 1110-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2905397356.669485 - --- Energy: 30.668041259477853 - --- Workload: 89102900000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 706 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13008417747.124165 + --- Energy: 74.45417223065692 + --- Workload: 968531000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 36 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 65 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 39 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 94 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3029054692.61153 - --- Energy: 30.508250558695604 - --- Workload: 92411200000.0 + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 103 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 97 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 131 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2991522026.5766816 - --- Energy: 30.63396781022152 - --- Workload: 91642100000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 115 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 139 in the X datas point -------------- - --- Configuration: 0110-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7487495881.877265 - --- Energy: 41.820066635010036 - --- Workload: 313127000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 140 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 147 in the X datas point -------------- - --- Configuration: 2020-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6005284650.492433 - --- Energy: 34.65163368892841 - --- Workload: 208093000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 147 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 323 in the X datas point -------------- - --- Configuration: 1010-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5000900162.029165 - --- Energy: 35.48607288213239 - --- Workload: 177462000000.0 + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '1110-1000' ---- Neighbour 0 in the list of neghbours, And at position 36 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-1-3' +--- Neighbour 0 in the list of neghbours, And at position 65 in the X datas point -------------- - --- Configuration: 1100-0000 + --- Configuration: 111111-1-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 2018619748.5607243 - --- Energy: 30.059275323795035 - --- Workload: 60678300000.0 + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 39 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 131 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3029054692.61153 - --- Energy: 30.508250558695604 - --- Workload: 92411200000.0 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 97 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 247 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2991522026.5766816 - --- Energy: 30.63396781022152 - --- Workload: 91642100000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 38 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 140 in the X datas point -------------- - --- Configuration: 1110-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 2905397356.669485 - --- Energy: 30.668041259477853 - --- Workload: 89102900000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 140 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 706 in the X datas point -------------- - --- Configuration: 2020-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6005284650.492433 - --- Energy: 34.65163368892841 - --- Workload: 208093000000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13008417747.124165 + --- Energy: 74.45417223065692 + --- Workload: 968531000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 147 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 323 in the X datas point -------------- - --- Configuration: 1010-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5000900162.029165 - --- Energy: 35.48607288213239 - --- Workload: 177462000000.0 + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 247 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 139 in the X datas point -------------- - --- Configuration: 1110-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6238497769.737048 - --- Energy: 35.660197143265485 - --- Workload: 222466000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 42 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 94 in the X datas point -------------- - --- Configuration: 1100-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5947637003.818383 - --- Energy: 36.68430426428569 - --- Workload: 218185000000.0 + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 46 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 147 in the X datas point -------------- - --- Configuration: 1000-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4062233415.93208 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 115 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 103 in the X datas point -------------- - --- Configuration: 0110-1001 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7487495881.877265 - --- Energy: 41.820066635010036 - --- Workload: 313127000000.0 + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 140 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 706 in the X datas point -------------- - --- Configuration: 2020-1000 - --- Energy efficiency: 6005284650.492433 - --- Energy: 34.65163368892841 - --- Workload: 208093000000.0 + --- Configuration: 111111-1-3 + --- Energy efficiency: 13008417747.124165 + --- Energy: 74.45417223065692 + --- Workload: 968531000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (34.65163368892841 mAh) it is NOT far from the median. ---- Median :34.65163368892841, the gap is : 10 ---- So No we don't romove this configuration '1110-1000' - --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 0.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 1.0, 1, 1, 0, 1] ---- Computing the list of the 10 first neighbours of '3300-2202' +--- The energy of the current configuration (74.45417223065692 mAh) it is NOT far from the median. +--- Median :74.45417223065692, the gap is : 10 +--- So No we don't romove this configuration '111111-1-3' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '222020-2-0' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3300-2202' +--- Ordered by distance, Printing the list of the 10 first neighbours of '222020-2-0' --- Neighbour 0 in the list of neghbours, And at position 248 in the X datas point -------------- - --- Configuration: 3300-2202 + --- Configuration: 222020-2-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 9961846129.324686 - --- Energy: 83.53903174389984 - --- Workload: 832202000000.0 + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 116 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 19 in the X datas point -------------- - --- Configuration: 3330-2202 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10286076355.602003 - --- Energy: 84.88778487940925 - --- Workload: 873162000000.0 + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 136 in the X datas point -------------- - --- Configuration: 3300-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 49 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 196 in the X datas point -------------- - --- Configuration: 3000-0202 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8354358468.81318 - --- Energy: 64.35822134376 - --- Workload: 537670000000.0 + --- Configuration: 222020-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 71 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 225 in the X datas point -------------- - --- Configuration: 3000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6519117311.516021 - --- Energy: 42.79271109577192 - --- Workload: 278971000000.0 + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 227 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 400 in the X datas point -------------- - --- Configuration: 3300-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7514502990.77219 - --- Energy: 41.92637824781065 - --- Workload: 315055000000.0 + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 27 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 451 in the X datas point -------------- - --- Configuration: 3300-3000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 30 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 478 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6611133148.221605 - --- Energy: 42.19510352720739 - --- Workload: 278957000000.0 + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15859321474.790024 + --- Energy: 57.21047710637256 + --- Workload: 907319000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 566 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13883393379.009699 + --- Energy: 44.42888788986695 + --- Workload: 616824000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 661 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10742142391.394255 + --- Energy: 31.721882777468608 + --- Workload: 340761000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3300-2202' ---- Neighbour 0 in the list of neghbours, And at position 27 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222020-2-0' +--- Neighbour 0 in the list of neghbours, And at position 661 in the X datas point -------------- - --- Configuration: 3300-3000 + --- Configuration: 222020-1-0 --- Distance from that configuration: [1.] - --- Energy efficiency: 5072151352.996373 - --- Energy: 36.711179058531826 - --- Workload: 186205000000.0 + --- Energy efficiency: 10742142391.394255 + --- Energy: 31.721882777468608 + --- Workload: 340761000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 40 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 136 in the X datas point -------------- - --- Configuration: 3300-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5058399218.983161 - --- Energy: 36.78276420172299 - --- Workload: 186062000000.0 + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 43 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5035525633.343237 - --- Energy: 36.93355197432356 - --- Workload: 185980000000.0 + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 41 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 566 in the X datas point -------------- - --- Configuration: 3300-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5026691733.102776 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13883393379.009699 + --- Energy: 44.42888788986695 + --- Workload: 616824000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 227 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 451 in the X datas point -------------- - --- Configuration: 3300-0101 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7514502990.77219 - --- Energy: 41.92637824781065 - --- Workload: 315055000000.0 + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 30 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 400 in the X datas point -------------- - --- Configuration: 3000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 6611133148.221605 - --- Energy: 42.19510352720739 - --- Workload: 278957000000.0 + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 71 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 248 in the X datas point -------------- - --- Configuration: 3000-2200 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 6519117311.516021 - --- Energy: 42.79271109577192 - --- Workload: 278971000000.0 + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 49 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 196 in the X datas point -------------- - --- Configuration: 3000-0202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8354358468.81318 - --- Energy: 64.35822134376 - --- Workload: 537670000000.0 + --- Configuration: 222020-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 248 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 478 in the X datas point -------------- - --- Configuration: 3300-2202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 9961846129.324686 - --- Energy: 83.53903174389984 - --- Workload: 832202000000.0 + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15859321474.790024 + --- Energy: 57.21047710637256 + --- Workload: 907319000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 116 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 225 in the X datas point -------------- - --- Configuration: 3330-2202 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 10286076355.602003 - --- Energy: 84.88778487940925 - --- Workload: 873162000000.0 + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 227 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 451 in the X datas point -------------- - --- Configuration: 3300-0101 - --- Energy efficiency: 7514502990.77219 - --- Energy: 41.92637824781065 - --- Workload: 315055000000.0 + --- Configuration: 111010-2-0 + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (83.53903174389984 mAh) is far from the median. ---- Median :41.92637824781065, the gap is : 10 ---- So yes we remove this configuration '3300-2202' ---- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 1.0, 1, 1, 0, 1] is an abberant point. we don't add it - --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 0, 0.0, 0, 0, 1, 0] ---- Computing the list of the 10 first neighbours of '3030-0010' +--- The energy of the current configuration (44.62557467187459 mAh) it is NOT far from the median. +--- Median :44.62557467187459, the gap is : 10 +--- So No we don't romove this configuration '222020-2-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '333303-0-2' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '3030-0010' +--- Ordered by distance, Printing the list of the 10 first neighbours of '333303-0-2' --- Neighbour 0 in the list of neghbours, And at position 249 in the X datas point -------------- - --- Configuration: 3030-0010 + --- Configuration: 333303-0-2 --- Distance from that configuration: [1.] - --- Energy efficiency: 5246589716.684155 - --- Energy: 35.71821214035277 - --- Workload: 187399000000.0 + --- Energy efficiency: 13695515814.21211 + --- Energy: 75.8036384393518 + --- Workload: 1038170000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 180 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 29 in the X datas point -------------- - --- Configuration: 3030-0110 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 7504014647.836593 - --- Energy: 41.82593528076137 - --- Workload: 313863000000.0 + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 199 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 483 in the X datas point -------------- - --- Configuration: 3030-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 2117186259.461176 - --- Energy: 28.69675782439391 - --- Workload: 60756400000.0 + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 6 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 0020-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 43 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 58 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 77 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 105 in the X datas point -------------- - --- Configuration: 3030-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4306298392.02818 - --- Energy: 43.625602385234735 - --- Workload: 187865000000.0 + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 137 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 121 in the X datas point -------------- - --- Configuration: 3033-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9521179864.608822 - --- Energy: 66.3571751425295 - --- Workload: 631797000000.0 + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '3030-0010' ---- Neighbour 0 in the list of neghbours, And at position 199 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '333303-0-2' +--- Neighbour 0 in the list of neghbours, And at position 58 in the X datas point -------------- - --- Configuration: 3030-0000 + --- Configuration: 333300-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 2117186259.461176 - --- Energy: 28.69675782439391 - --- Workload: 60756400000.0 + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 18 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 6 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1016987763.6032282 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 35 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 121 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 1010122436.9405816 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 5 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 77 in the X datas point -------------- - --- Configuration: 0030-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 994906080.8659663 - --- Energy: 29.623247258891045 - --- Workload: 29472300000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 20 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 43 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 -------------- --- Neighbour 5 in the list of neghbours, And at position 249 in the X datas point -------------- - --- Configuration: 3030-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5246589716.684155 - --- Energy: 35.71821214035277 - --- Workload: 187399000000.0 + --- Configuration: 333303-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13695515814.21211 + --- Energy: 75.8036384393518 + --- Workload: 1038170000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 6 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 483 in the X datas point -------------- - --- Configuration: 0020-0010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3998672440.749671 - --- Energy: 36.82601141845538 - --- Workload: 147255000000.0 + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 180 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 29 in the X datas point -------------- - --- Configuration: 3030-0110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 7504014647.836593 - --- Energy: 41.82593528076137 - --- Workload: 313863000000.0 + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 68 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 105 in the X datas point -------------- - --- Configuration: 3030-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 4306298392.02818 - --- Energy: 43.625602385234735 - --- Workload: 187865000000.0 + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 137 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point -------------- - --- Configuration: 3033-1010 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9521179864.608822 - --- Energy: 66.3571751425295 - --- Workload: 631797000000.0 + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 20 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 43 in the X datas point -------------- - --- Configuration: 3330-0000 - --- Energy efficiency: 5377240292.736961 - --- Energy: 32.51205394198035 - --- Workload: 174825000000.0 + --- Configuration: 333033-0-2 + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (32.51205394198035 mAh) it is NOT far from the median. ---- Median :32.51205394198035, the gap is : 10 ---- So No we don't romove this configuration '3030-0010' - --- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 0.0, 0, 0, 1, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0] ---- Computing the list of the 10 first neighbours of '0000-2000' +--- The energy of the current configuration (72.52828772049172 mAh) it is NOT far from the median. +--- Median :72.52828772049172, the gap is : 10 +--- So No we don't romove this configuration '333303-0-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '100010-0-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0000-2000' ---- Neighbour 0 in the list of neghbours, And at position 76 in the X datas point +--- Ordered by distance, Printing the list of the 10 first neighbours of '100010-0-1' +--- Neighbour 0 in the list of neghbours, And at position 250 in the X datas point -------------- - --- Configuration: 0000-2000 + --- Configuration: 100010-0-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 3331046015.069652 - --- Energy: 35.40657570372512 - --- Workload: 117941000000.0 + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 250 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 64 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 3452478361.591869 - --- Energy: 34.331593464755564 - --- Workload: 118529000000.0 + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 24 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 120 in the X datas point -------------- - --- Configuration: 0000-3000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3307720550.5370083 - --- Energy: 35.59789292409111 - --- Workload: 117748000000.0 + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 157 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 75 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 279 in the X datas point -------------- - --- Configuration: 0000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 -------------- ---- Neighbour 5 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 359 in the X datas point -------------- - --- Configuration: 0000-2200 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 + --- Configuration: 100011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 4992984856.276931 + --- Energy: 24.1374403681183 + --- Workload: 120518000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 679 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 100010-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8467113730.2716255 + --- Energy: 29.649894317218024 + --- Workload: 251048000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 760 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 100000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 25 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 2 in the X datas point -------------- - --- Configuration: 0000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5789616901.049658 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 32 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 40 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0000-2000' ---- Neighbour 0 in the list of neghbours, And at position 32 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '100010-0-1' +--- Neighbour 0 in the list of neghbours, And at position 760 in the X datas point -------------- - --- Configuration: 0000-0000 + --- Configuration: 100000-1-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 17 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 279 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [1.] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.027102694886654 - --- Workload: 0.0 + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 -------------- ---- Neighbour 2 in the list of neghbours, And at position 16 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 359 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 100011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 4992984856.276931 + --- Energy: 24.1374403681183 + --- Workload: 120518000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 250 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 679 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3452478361.591869 - --- Energy: 34.331593464755564 - --- Workload: 118529000000.0 + --- Configuration: 100010-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8467113730.2716255 + --- Energy: 29.649894317218024 + --- Workload: 251048000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 76 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 250 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3331046015.069652 - --- Energy: 35.40657570372512 - --- Workload: 117941000000.0 + --- Configuration: 100010-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 75 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 64 in the X datas point -------------- - --- Configuration: 0000-1000 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 3145168392.3157244 - --- Energy: 35.44774676664167 - --- Workload: 111489000000.0 + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 24 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 2 in the X datas point -------------- - --- Configuration: 0000-3000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3307720550.5370083 - --- Energy: 35.59789292409111 - --- Workload: 117748000000.0 + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 66 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 40 in the X datas point -------------- - --- Configuration: 0010-2000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 3839950848.6291375 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 25 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 157 in the X datas point -------------- - --- Configuration: 0000-3300 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5789616901.049658 - --- Energy: 42.05795824330537 - --- Workload: 243499000000.0 + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 77 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 120 in the X datas point -------------- - --- Configuration: 0000-2200 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 5724131219.984087 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 -------------- -------------- ---- Median at position 4 in the list of neghbours, And at position 76 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 250 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Energy efficiency: 3331046015.069652 - --- Energy: 35.40657570372512 - --- Workload: 117941000000.0 + --- Configuration: 100010-0-1 + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 -------------- --- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (35.40657570372512 mAh) it is NOT far from the median. ---- Median :35.40657570372512, the gap is : 10 ---- So No we don't romove this configuration '0000-2000' - --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0] is not an abberant point. - --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 0.0, 1, 1, 1, 0] ---- Computing the list of the 10 first neighbours of '0222-1110' +--- The energy of the current configuration (32.1912867561494 mAh) it is NOT far from the median. +--- Median :32.1912867561494, the gap is : 10 +--- So No we don't romove this configuration '100010-0-1' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 1, 0, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '222222-3-1' *** START computing ci exp matrix -X = [[2. 0. 1. ... 0. 1. 0.] - [2. 0. 0. ... 0. 0. 0.] - [2. 0. 1. ... 1. 0. 0.] +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] ... - [2. 1. 0. ... 0. 1. 0.] - [0. 0. 0. ... 0. 0. 0.] - [1. 0. 1. ... 1. 1. 0.]] + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] *** END computing ci exp matrix, cached result [[[1. ] - [0.52921334] - [0.76130039] + [0.24659696] + [0.67032005] ... - [0.63473642] - [0.48322508] - [0.76130039]] + [0.18268352] + [0.18268352] + [0.54881164]] - [[0.52921334] + [[0.24659696] [1. ] - [0.48322508] + [0.44932896] ... - [0.48322508] - [0.52921334] - [0.48322508]] + [0.27253179] + [0.27253179] + [0.24659696]] - [[0.76130039] - [0.48322508] + [[0.67032005] + [0.44932896] [1. ] ... - [0.57957828] - [0.44123317] - [0.69514393]] + [0.22313016] + [0.18268352] + [0.54881164]] ... - [[0.63473642] - [0.48322508] - [0.57957828] + [[0.18268352] + [0.27253179] + [0.22313016] ... [1. ] - [0.44123317] - [0.57957828]] + [0.67032005] + [0.22313016]] - [[0.48322508] - [0.52921334] - [0.44123317] + [[0.18268352] + [0.27253179] + [0.18268352] ... - [0.44123317] + [0.67032005] [1. ] - [0.52921334]] + [0.22313016]] - [[0.76130039] - [0.48322508] - [0.69514393] + [[0.54881164] + [0.24659696] + [0.54881164] ... - [0.57957828] - [0.52921334] + [0.22313016] + [0.22313016] [1. ]]] ---- Ordered by distance, Printing the list of the 10 first neighbours of '0222-1110' +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-3-1' --- Neighbour 0 in the list of neghbours, And at position 251 in the X datas point -------------- - --- Configuration: 0222-1110 + --- Configuration: 222222-3-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 11528294469.531294 - --- Energy: 56.93002977667585 - --- Workload: 656306000000.0 + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 170 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 11414873580.275099 - --- Energy: 57.359112207692405 - --- Workload: 654747000000.0 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 236 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 11529065350.201126 - --- Energy: 56.827789322012976 - --- Workload: 655171000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 157 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 68 in the X datas point -------------- - --- Configuration: 0022-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11384996168.94879 - --- Energy: 60.652013004669556 - --- Workload: 690523000000.0 + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 176 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 97 in the X datas point -------------- - --- Configuration: 0222-1000 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 9969791531.659073 - --- Energy: 42.75164023390624 - --- Workload: 426227000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 209 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 116 in the X datas point -------------- - --- Configuration: 0022-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11525411226.672567 - --- Energy: 59.99293901124158 - --- Workload: 691443000000.0 + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 226 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 138 in the X datas point -------------- - --- Configuration: 0200-1110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 8314487162.431821 - --- Energy: 48.121310145716976 - --- Workload: 400104000000.0 + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 243 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 205 in the X datas point -------------- - --- Configuration: 0022-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 10604498852.593224 - --- Energy: 53.16348231202643 - --- Workload: 563772000000.0 + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 222 in the X datas point -------------- - --- Configuration: 0303-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8236960890.90969 - --- Energy: 61.00540758755291 - --- Workload: 502499000000.0 + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 239 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 -------------- ---- Ordered by energy, Printing the list of the 10 first neighbours of '0222-1110' ---- Neighbour 0 in the list of neghbours, And at position 176 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-3-1' +--- Neighbour 0 in the list of neghbours, And at position 59 in the X datas point -------------- - --- Configuration: 0222-1000 + --- Configuration: 111111-3-1 --- Distance from that configuration: [1.] - --- Energy efficiency: 9969791531.659073 - --- Energy: 42.75164023390624 - --- Workload: 426227000000.0 + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 -------------- ---- Neighbour 1 in the list of neghbours, And at position 226 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 239 in the X datas point -------------- - --- Configuration: 0200-1110 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 8314487162.431821 - --- Energy: 48.121310145716976 - --- Workload: 400104000000.0 + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 -------------- ---- Neighbour 2 in the list of neghbours, And at position 243 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 222 in the X datas point -------------- - --- Configuration: 0022-2220 - --- Distance from that configuration: [0.91310072] - --- Energy efficiency: 10604498852.593224 - --- Energy: 53.16348231202643 - --- Workload: 563772000000.0 + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 -------------- ---- Neighbour 3 in the list of neghbours, And at position 3 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 97 in the X datas point -------------- - --- Configuration: 2222-0220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11285968381.230984 - --- Energy: 54.74622776577034 - --- Workload: 617864000000.0 + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 -------------- ---- Neighbour 4 in the list of neghbours, And at position 236 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 205 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11529065350.201126 - --- Energy: 56.827789322012976 - --- Workload: 655171000000.0 + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 -------------- ---- Neighbour 5 in the list of neghbours, And at position 251 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 68 in the X datas point -------------- - --- Configuration: 0222-1110 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11528294469.531294 - --- Energy: 56.93002977667585 - --- Workload: 656306000000.0 + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 -------------- ---- Neighbour 6 in the list of neghbours, And at position 170 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 138 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11414873580.275099 - --- Energy: 57.359112207692405 - --- Workload: 654747000000.0 + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 -------------- ---- Neighbour 7 in the list of neghbours, And at position 209 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 251 in the X datas point -------------- - --- Configuration: 0022-1111 - --- Distance from that configuration: [0.83375292] - --- Energy efficiency: 11525411226.672567 - --- Energy: 59.99293901124158 - --- Workload: 691443000000.0 + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 -------------- ---- Neighbour 8 in the list of neghbours, And at position 157 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 116 in the X datas point -------------- - --- Configuration: 0022-1111 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 11384996168.94879 - --- Energy: 60.652013004669556 - --- Workload: 690523000000.0 + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 -------------- ---- Neighbour 9 in the list of neghbours, And at position 0 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point -------------- - --- Configuration: 0303-1010 - --- Distance from that configuration: [0.76130039] - --- Energy efficiency: 8236960890.90969 - --- Energy: 61.00540758755291 - --- Workload: 502499000000.0 --------------- --------------- ---- Median at position 4 in the list of neghbours, And at position 236 in the X datas point --------------- - --- Configuration: 0222-2220 - --- Energy efficiency: 11529065350.201126 - --- Energy: 56.827789322012976 - --- Workload: 655171000000.0 --------------- ---- Comparing the median energy with the energy of that data point ---- The energy of the current configuration (56.827789322012976 mAh) it is NOT far from the median. ---- Median :56.827789322012976, the gap is : 10 ---- So No we don't romove this configuration '0222-1110' - --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 0.0, 1, 1, 1, 0] is not an abberant point. ---- remove_aberrant_points: Printing all 39 removed points - --- Configuration: 0020-0202 - --- Energy: 66.44909360627778 - --- Configuration: 3333-0000 - --- Energy: 59.045602086542516 - --- Configuration: 3333-3000 - --- Energy: 66.34289826476824 - --- Configuration: 3333-3300 - --- Energy: 75.09852863759252 - --- Configuration: 3000-0202 - --- Energy: 64.35822134376 - --- Configuration: 0001-2002 - --- Energy: 65.1809584910712 - --- Configuration: 1101-0202 - --- Energy: 65.015157087009 - --- Configuration: 0000-1010 - --- Energy: 45.45847467114993 - --- Configuration: 0110-0002 - --- Energy: 51.31617435224532 - --- Configuration: 3030-1000 - --- Energy: 43.625602385234735 - --- Configuration: 3003-1101 - --- Energy: 67.46193459835338 - --- Configuration: 3003-0002 - --- Energy: 65.80063109114849 - --- Configuration: 2020-0022 - --- Energy: 65.93701913313123 - --- Configuration: 3303-1011 - --- Energy: 73.37868558375581 - --- Configuration: 3330-2202 - --- Energy: 84.88778487940925 - --- Configuration: 0011-2022 - --- Energy: 84.69065283515172 - --- Configuration: 3003-3330 - --- Energy: 65.99051868650201 - --- Configuration: 1001-2002 - --- Energy: 65.10994999301121 - --- Configuration: 0333-0030 - --- Energy: 58.764018507515395 - --- Configuration: 3333-1101 - --- Energy: 79.26313007840331 - --- Configuration: 3333-3000 - --- Energy: 64.97706889442466 - --- Configuration: 2000-0022 - --- Energy: 64.3370683100252 - --- Configuration: 3030-2002 - --- Energy: 65.30338482528335 - --- Configuration: 3330-0101 - --- Energy: 42.07329975259821 - --- Configuration: 0220-2022 - --- Energy: 83.48428558869355 - --- Configuration: 1111-2002 - --- Energy: 67.2428641168314 - --- Configuration: 2200-0002 - --- Energy: 47.115411060327354 - --- Configuration: 3333-1111 - --- Energy: 83.54140347554512 - --- Configuration: 3303-0111 - --- Energy: 73.36262541667716 - --- Configuration: 1000-0202 - --- Energy: 64.17430044494624 - --- Configuration: 0333-0002 - --- Energy: 70.26399021141525 - --- Configuration: 3033-0100 - --- Energy: 58.43142458623579 - --- Configuration: 0010-0222 - --- Energy: 82.55859277633934 - --- Configuration: 0011-0222 - --- Energy: 84.56198872402297 - --- Configuration: 1100-0222 - --- Energy: 83.39866371497797 - --- Configuration: 3333-1000 - --- Energy: 64.55329768339193 - --- Configuration: 3003-0110 - --- Energy: 59.49080386456649 - --- Configuration: 0101-0222 - --- Energy: 84.26690937159533 - --- Configuration: 3300-2202 - --- Energy: 83.53903174389984 -final_X_user friendly : - ['0303-1010', '0033-3000', '0303-0100', '2222-0220', '3000-1110', '0030-0000', '0020-0010', '1000-1010', '0010-3300', '0011-0111', '3303-0001', '0022-0030', '0011-1100', '3303-1010', '0003-1001', '0000-0000', '0000-0000', '3000-0000', '3300-0000', '3330-0000', '0000-3000', '0000-3300', '0000-3330', '3300-3000', '3330-3000', '3000-3000', '3000-3300', '3000-3330', '0000-0000', '1000-0000', '2000-0000', '3000-0000', '1100-0000', '2200-0000', '1110-0000', '2220-0000', '3300-1000', '3300-2000', '1100-1000', '2200-2000', '3000-1000', '3000-2000', '1000-1000', '1001-2000', '0111-0000', '3300-0000', '0011-0000', '1001-0002', '2002-0101', '0303-0000', '0101-2220', '0001-0020', '3330-1111', '0330-0111', '0001-1100', '0002-0020', '2022-2220', '1000-0030', '0010-2000', '2000-2000', '3000-1100', '3000-2200', '1000-1100', '2000-2200', '3000-3300', '0000-1000', '0000-2000', '0000-2200', '1001-2220', '0200-1100', '2002-0100', '0000-0001', '0101-0200', '3330-2220', '2002-2000', '0001-0200', '0220-0020', '0303-1000', '0110-0020', '0030-2000', '2002-1001', '0101-2020', '0202-1001', '0220-1001', '1111-0101', '2220-0000', '0011-2200', '2222-2200', '1011-0100', '0033-2200', '0101-0330', '0100-0200', '1101-2000', '0333-0011', '1011-3330', '1011-3030', '0010-0101', '0110-0010', '0011-3000', '0020-2000', '3000-2000', '0110-1001', '1011-2200', '0222-0300', '0110-0100', '0200-0100', '2220-3330', '0020-2220', '2220-2220', '0002-3000', '2020-3030', '2022-2200', '0020-1100', '1110-3330', '0111-2000', '0033-0220', '2022-1001', '0003-0001', '3033-1010', '1111-0101', '0100-3000', '2020-1000', '0202-0200', '0300-0010', '0200-3330', '1010-2000', '0033-0011', '3030-1001', '0010-0011', '2220-0330', '2002-0010', '3330-0030', '0200-0010', '2022-0330', '0022-1111', '2220-0300', '0001-0220', '1100-0020', '1100-1001', '3000-0011', '2000-1001', '2020-0220', '2020-0030', '1111-3330', '0222-2220', '0303-0100', '0100-0200', '2200-1000', '0222-1000', '2200-2000', '0330-0300', '0300-0000', '3030-0110', '1100-1011', '3003-0220', '1000-0100', '0030-2200', '0202-0001', '3333-0001', '1000-2200', '1100-3000', '0020-1111', '3030-1101', '0002-0111', '1011-0330', '0000-1111', '1011-3030', '3030-0000', '0111-0001', '0011-0000', '1111-3300', '0002-3330', '1011-0100', '1011-3330', '3000-0001', '1011-0011', '0022-1111', '0220-2000', '0303-1001', '0022-3300', '0002-1000', '0222-3300', '3030-2000', '1100-0110', '1100-3330', '1001-3030', '0100-1011', '0330-0002', '1100-0000', '1110-3330', '1001-3330', '0200-1110', '3300-0101', '0333-3000', '2020-1100', '0303-1000', '2002-0220', '0110-0300', '3330-2000', '0003-0030', '0222-2220', '2200-1000', '0200-1000', '1101-1110', '2002-1111', '2200-3300', '0022-2220', '1011-0002', '0330-1011', '1110-1000', '3030-0010', '0000-2000', '0222-1110'] -final_X : - [[2.0, 0, 1, 0, 1, 0.0, 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0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.95710251e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.95623139e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.12859684e+10] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.09670707e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 9.94906081e+08] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 3.99867244e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 6.50165467e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.53278806e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 8.96402736e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 8.32112901e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 7.24984413e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.65005585e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.34012049e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 6.80614731e+09] - --- Actual line: [0. 0. 0. 0. 0. 0. - 0. 0. 0. 0. 0.08333333] - --- Actual line: [0. 0. 0. 0. 0. 0. - 0. 0. 0. 0. 0.08333333] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.01698776e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.98022939e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.37724029e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 3.30772055e+09] - --- Actual line: [0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 - 2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 5.7896169e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 7.66577233e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.07215135e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.82295876e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.14998029e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.61113315e+09] - --- Actual line: [2.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 - 2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 - 8.2244282e+09] - --- Actual line: [0. 0. 0. 0. 0. 0. - 0. 0. 0. 0. 0.08333333] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 9.97516185e+08] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.01499657e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.01012244e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 2.01861975e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.99885665e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 2.90539736e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 3.02905469e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.05839922e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.02669173e+09] - --- Actual line: [0.000000e+00 1.000000e+00 1.000000e+00 0.000000e+00 0.000000e+00 - 0.000000e+00 1.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 - 5.947637e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.03552563e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.32660051e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.05901812e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.06223342e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.23609555e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 3.13983572e+09] - --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 - 2.0750332e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 2.74541242e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 7.04309671e+09] - --- Actual line: [1.000000e+00 1.000000e+00 0.000000e+00 0.000000e+00 1.000000e+00 - 0.000000e+00 0.000000e+00 1.000000e+00 0.000000e+00 1.000000e+00 - 8.950388e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.36351203e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.18560432e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 4.53397534e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 9.82009584e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 7.85471912e+09] - --- Actual line: [0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 - 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 6.3367742e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 4.96936387e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.08703096e+10] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 3.84528126e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 3.83995085e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.15349662e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.44342352e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.51911731e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.44857583e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.53949528e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.47324607e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 3.14516839e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 3.33104602e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.72413122e+09] - --- Actual line: [0.000000e+00 1.000000e+00 0.000000e+00 0.000000e+00 1.000000e+00 - 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 0.000000e+00 - 9.166575e+09] - --- Actual line: [1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 6.5400085e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.24543176e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 3.32139844e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.54942036e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.22994564e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.26300805e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.38542635e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 5.04060205e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.92827846e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 5.82139946e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.80910267e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 8.79577099e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.36715057e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 8.89568915e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 7.28268469e+09] - --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 - 0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 - 9.0806727e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 2.99152203e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.84910873e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.14688763e+10] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.80776903e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 8.33604255e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 7.87829608e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.09322735e+09] - --- Actual line: [0.000000e+00 1.000000e+00 1.000000e+00 0.000000e+00 1.000000e+00 - 1.000000e+00 1.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 - 6.788175e+09] - --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 - 0.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 - 9.6072554e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00009901e+10] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.87122529e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 6.65708047e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 5.19421157e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.80698124e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.24401382e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 3.74220685e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 7.48749588e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 8.78209857e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 9.75058016e+09] - --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 - 0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 5.1624627e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.24284338e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.57130141e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.37654233e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.47921209e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.44944279e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 7.52995038e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.05789209e+10] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.67017963e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.41309361e+09] - --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 - 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 - 6.6814996e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.38440835e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.05341221e+10] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 5.25626942e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.52117986e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 8.62254796e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.29232447e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.00528465e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.51207566e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 3.55026645e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.90678162e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.00090016e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 8.41127784e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 8.44780104e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 6.63407126e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.25218683e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 7.39316871e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 6.05759562e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 3.75144431e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.06190255e+10] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.13849962e+10] - --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 - 2.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 6.0026892e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.24334017e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 5.23628747e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 7.52275634e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 6.78877408e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 6.59121918e+09] - --- Actual line: [1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 - 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 - 7.4673676e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 5.33623625e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.09659584e+10] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.14148736e+10] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.19227837e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.19788846e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.02305583e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 9.96979153e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.06503505e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.12744259e+09] - --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 - 1.0475526e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 7.50401465e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 9.27721238e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.52893013e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.40716958e+09] - --- Actual line: [2.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 - 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 6.7438614e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 7.54386759e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 9.68157306e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.56374711e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.33840126e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00172497e+10] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 9.15239656e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 9.11651822e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.88675607e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 9.94520194e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.93862738e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 2.11718626e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 6.25433895e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 2.78023365e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 9.44242481e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.14787541e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.75986264e+09] - --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 - 2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 - 1.0558458e+10] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 3.62984312e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 8.73782166e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.15254112e+10] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.28181103e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 8.47996608e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 9.25865916e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.73079416e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.05755981e+10] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.44173265e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 7.52439786e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.13216989e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 7.96463701e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 8.99312925e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 6.61152654e+09] - --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 - 2.0835113e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.96314355e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.48757602e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.31448716e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 7.51450299e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 8.54751994e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.56767392e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.14489854e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.20556016e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.54972834e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.80426894e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 2.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 5.32850216e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.15290654e+10] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.23187678e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.34357694e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.91070455e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.12451407e+10] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.54910694e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.06044989e+10] - --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 - 1.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 - 7.7934426e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 9.12175722e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.23849777e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 5.24658972e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 3.45247836e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.15282945e+10] ---- Size of X after removing aberrants points from the dataset: 213 ---- Number of abberant points removed : 39 -*** Ratio energy by wokload : [8236960890.90969, 6957102505.948323, 6956231392.081026, 11285968381.230984, 8096707069.234942, 994906080.8659663, 3998672440.749671, 6501654671.113798, 6532788063.289651, 8964027358.211496, 8321129010.784183, 7249844128.351241, 7650055845.407672, 9340120487.55429, 6806147312.252427, 0.08333333333333333, 0.08333333333333333, 1016987763.6032282, 1980229389.772511, 5377240292.736961, 3307720550.5370083, 5789616901.049658, 7665772326.561901, 5072151352.996373, 5822958761.806049, 4149980287.5936337, 6611133148.221605, 8224428196.629629, 0.08333333333333333, 997516184.7000968, 1014996574.3865615, 1010122436.9405816, 2018619748.5607243, 1998856653.9939156, 2905397356.669485, 3029054692.61153, 5058399218.983161, 5026691733.102776, 5947637003.818383, 5035525633.343237, 5326600510.288329, 4059018123.5159216, 4062233415.93208, 5236095548.271565, 3139835723.7949314, 2075033200.5312083, 2745412415.8531094, 7043096708.760907, 8950387999.31977, 5363512027.675722, 9185604320.908272, 4533975344.242078, 9820095844.135439, 7854719115.244439, 6336774201.724871, 4969363871.73078, 10870309597.28764, 3845281263.097989, 3839950848.6291375, 4153496621.1304984, 6443423519.784533, 6519117311.516021, 6448575832.027497, 6539495281.754154, 6473246073.976255, 3145168392.3157244, 3331046015.069652, 5724131219.984087, 9166575000.916658, 6540008502.011052, 7245431755.278297, 3321398441.599851, 5549420363.04308, 9229945635.620207, 7263008047.412917, 4385426351.149858, 5040602049.508794, 6928278461.367919, 5821399464.43125, 4809102669.532892, 8795770993.306417, 8367150566.874451, 8895689149.038376, 7282684688.88371, 9080672696.233337, 2991522026.5766816, 7849108733.703288, 11468876336.840899, 6807769026.0124855, 8336042547.16116, 7878296082.123358, 4093227346.033253, 6788174999.151478, 9607255399.277534, 10000990098.019703, 8871225293.637558, 6657080470.788732, 5194211570.625695, 6806981239.9597025, 4244013818.5089927, 3742206854.226074, 7487495881.877265, 8782098570.274353, 9750580159.519491, 5162462701.2069845, 4242843383.922169, 9571301409.852697, 8376542330.856669, 9479212087.891254, 5449442794.474265, 7529950377.627011, 10578920865.440357, 6670179627.937381, 9413093613.215984, 6681499595.769274, 8384408354.2244835, 10534122128.398308, 5256269415.345153, 9521179864.608822, 8622547962.923044, 4292324465.390988, 6005284650.492433, 7512075661.626064, 3550266447.4968843, 8906781623.528154, 5000900162.029165, 8411277841.329655, 8447801037.389967, 6634071263.19351, 8252186829.509821, 7393168712.11001, 6057595619.146848, 3751444306.0578322, 10619025470.794495, 11384996168.94879, 6002689204.763734, 9243340173.405062, 5236287472.182222, 7522756337.9222145, 6788774083.176061, 6591219177.81132, 7467367603.572389, 5336236245.851076, 10965958375.4152, 11414873580.275099, 7192278369.94203, 4197888462.103562, 5023055826.242454, 9969791531.659073, 5065035050.042546, 5127442585.46165, 1047552602.8539523, 7504014647.836593, 9277212383.22309, 8528930131.004368, 4407169583.478402, 6743861400.160503, 7543867590.03606, 9681573061.991112, 6563747111.951271, 5338401255.591975, 10017249703.99027, 9152396555.037937, 9116518219.361662, 8886756067.432705, 9945201937.325336, 8938627384.378855, 2117186259.461176, 6254338947.644929, 2780233650.836016, 9442424814.692413, 9147875405.936972, 6759862639.591164, 10558457958.332102, 3629843118.1804323, 8737821661.059898, 11525411226.672567, 5281811027.365063, 8479966080.135679, 9258659160.980307, 4730794158.415373, 10575598076.510221, 5441732647.675019, 7524397860.061248, 9132169894.888725, 7964637011.668193, 8993129249.25357, 6611526535.36175, 2083511299.9235353, 8963143553.707155, 9487576019.202854, 8314487162.431821, 7514502990.77219, 8547519937.090253, 7567673924.06596, 7144898542.440698, 9205560158.335634, 5549728340.797718, 7804268935.107504, 5328502158.043374, 11529065350.201126, 5231876778.838105, 4343576935.606472, 9910704551.9866, 11245140693.577787, 7549106940.648921, 10604498852.593224, 7793442597.398549, 9121757215.309958, 6238497769.737048, 5246589716.684155, 3452478361.591869, 11528294469.531294] ---- Size of X before removing duplicates: 213 - --- Actual line: ['X_0' 'X_1' 'X_2' 'X_3' 'X_4' 'X_5' 'X_6' 'X_7' 'X_8' 'X_9' 'y'] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.23696089e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.95710251e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.95623139e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.12859684e+10] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.09670707e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 9.94906081e+08] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 3.99867244e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 6.50165467e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.53278806e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 8.96402736e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 8.32112901e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 7.24984413e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.65005585e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.34012049e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 6.80614731e+09] - --- Actual line: [0. 0. 0. 0. 0. 0. - 0. 0. 0. 0. 0.08333333] - --- Actual line: [0. 0. 0. 0. 0. 0. - 0. 0. 0. 0. 0.08333333] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.01698776e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.98022939e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.37724029e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 3.30772055e+09] - --- Actual line: [0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 - 2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 5.7896169e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 7.66577233e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.07215135e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.82295876e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.14998029e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.61113315e+09] - --- Actual line: [2.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 - 2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 - 8.2244282e+09] - --- Actual line: [0. 0. 0. 0. 0. 0. - 0. 0. 0. 0. 0.08333333] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 9.97516185e+08] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.01499657e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.01012244e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 2.01861975e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.99885665e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 2.90539736e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 3.02905469e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.05839922e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.02669173e+09] - --- Actual line: [0.000000e+00 1.000000e+00 1.000000e+00 0.000000e+00 0.000000e+00 - 0.000000e+00 1.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 - 5.947637e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.03552563e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.32660051e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.05901812e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.06223342e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.23609555e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 3.13983572e+09] - --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 - 2.0750332e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 2.74541242e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 7.04309671e+09] - --- Actual line: [1.000000e+00 1.000000e+00 0.000000e+00 0.000000e+00 1.000000e+00 - 0.000000e+00 0.000000e+00 1.000000e+00 0.000000e+00 1.000000e+00 - 8.950388e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.36351203e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.18560432e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 4.53397534e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 9.82009584e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 7.85471912e+09] - --- Actual line: [0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 - 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 6.3367742e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 4.96936387e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.08703096e+10] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 3.84528126e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 3.83995085e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.15349662e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.44342352e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.51911731e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.44857583e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.53949528e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.47324607e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 3.14516839e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 3.33104602e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.72413122e+09] - --- Actual line: [0.000000e+00 1.000000e+00 0.000000e+00 0.000000e+00 1.000000e+00 - 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 0.000000e+00 - 9.166575e+09] - --- Actual line: [1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 6.5400085e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.24543176e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 3.32139844e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.54942036e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.22994564e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.26300805e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.38542635e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 5.04060205e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.92827846e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 5.82139946e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.80910267e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 8.79577099e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.36715057e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 8.89568915e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 7.28268469e+09] - --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 - 0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 - 9.0806727e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 2.99152203e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.84910873e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.14688763e+10] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.80776903e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 8.33604255e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 7.87829608e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.09322735e+09] - --- Actual line: [0.000000e+00 1.000000e+00 1.000000e+00 0.000000e+00 1.000000e+00 - 1.000000e+00 1.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 - 6.788175e+09] - --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 - 0.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 - 9.6072554e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00009901e+10] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.87122529e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 6.65708047e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 5.19421157e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.80698124e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.24401382e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 3.74220685e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 7.48749588e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 8.78209857e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 9.75058016e+09] - --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 - 0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 5.1624627e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.24284338e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.57130141e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.37654233e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.47921209e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.44944279e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 7.52995038e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.05789209e+10] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.67017963e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.41309361e+09] - --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 - 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 - 6.6814996e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.38440835e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.05341221e+10] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 5.25626942e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.52117986e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 8.62254796e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.29232447e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.00528465e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.51207566e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 3.55026645e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.90678162e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.00090016e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 8.41127784e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 8.44780104e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 6.63407126e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.25218683e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 7.39316871e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 6.05759562e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 3.75144431e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.06190255e+10] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.13849962e+10] - --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 - 2.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 6.0026892e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.24334017e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 5.23628747e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 7.52275634e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 6.78877408e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 6.59121918e+09] - --- Actual line: [1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 - 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 - 7.4673676e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 5.33623625e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.09659584e+10] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.14148736e+10] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.19227837e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.19788846e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.02305583e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 9.96979153e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.06503505e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.12744259e+09] - --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 - 1.0475526e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 7.50401465e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 9.27721238e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.52893013e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.40716958e+09] - --- Actual line: [2.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 - 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 6.7438614e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 7.54386759e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 9.68157306e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.56374711e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.33840126e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00172497e+10] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 9.15239656e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 9.11651822e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.88675607e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 9.94520194e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.93862738e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 2.11718626e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 6.25433895e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 2.78023365e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 9.44242481e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.14787541e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.75986264e+09] - --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 - 2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 - 1.0558458e+10] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 3.62984312e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 8.73782166e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.15254112e+10] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.28181103e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 8.47996608e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 9.25865916e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.73079416e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.05755981e+10] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.44173265e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 7.52439786e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.13216989e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 7.96463701e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 8.99312925e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 6.61152654e+09] - --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 - 2.0835113e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.96314355e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.48757602e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.31448716e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 7.51450299e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 8.54751994e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.56767392e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.14489854e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.20556016e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.54972834e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.80426894e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 2.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 5.32850216e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.15290654e+10] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.23187678e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.34357694e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.91070455e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.12451407e+10] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.54910694e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.06044989e+10] - --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 - 1.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 - 7.7934426e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 9.12175722e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.23849777e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 5.24658972e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 3.45247836e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.15282945e+10] - --- Checking value [2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0] - --- Retained configurations [] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0, 0, 0, 0, 0, 0, 0, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0, 0, 0, 0, 0, 0, 0, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]] - --- Answer : configuration is present, have it been processed? -1 - --- Answer : the configuration 0000-0000 is present in X at positions [15, 16, 28] - --- Position: 15 + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 -------------- - --- Configuration: 0000-0000 - --- Energy efficiency: 0.08333333333333333 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 -------------- - --- Position: 16 +--- Median at position 4 in the list of neghbours, And at position 205 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 222220-3-1 + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 -------------- - --- Position: 28 +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (72.5120663430038 mAh) it is NOT far from the median. +--- Median :72.5120663430038, the gap is : 10 +--- So No we don't romove this configuration '222222-3-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '222202-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222202-1-2' +--- Neighbour 0 in the list of neghbours, And at position 195 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Energy efficiency: 0.08333333333333333 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Configuration: 222202-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 -------------- ----------------------- ---- Ordered by energy, Printing the list of the 3 duplicates of '0000-0000' ---- Duplicate 0 in the list of duplicate, And at position 15 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 252 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Energy efficiency: 0.08333333333333333 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 + --- Configuration: 222202-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 -------------- ---- Duplicate 1 in the list of duplicate, And at position 28 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 29 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Energy efficiency: 0.08333333333333333 - --- Energy: 37.40635012737015 - --- Workload: 217816000000.0 + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 -------------- ---- Duplicate 2 in the list of duplicate, And at position 16 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 165 in the X datas point -------------- - --- Configuration: 0000-0000 - --- Energy efficiency: 0.08333333333333333 - --- Energy: 30.299284062105812 - --- Workload: 0.0 + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 -------------- +--- Neighbour 4 in the list of neghbours, And at position 274 in the X datas point -------------- ---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 15 in the X datas point + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 -------------- - --- Configuration: 0000-0000 - --- Energy efficiency: 0.08333333333333333 - --- Energy: 54.44253148500697 - --- Workload: 370545000000.0 +--- Neighbour 5 in the list of neghbours, And at position 376 in the X datas point -------------- - --- Checking value [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0, 0, 0, 0, 0, 0, 0, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0]] - --- Answer : configuration is present, have it been processed? 0 - --- Checking value [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0]] - --- Answer : configuration is present, have it been processed? -1 - --- Answer : the configuration 3000-0000 is present in X at positions [17, 31] - --- Position: 17 + --- Configuration: 222200-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13164009072.635054 + --- Energy: 63.2881080327642 + --- Workload: 833125000000.0 -------------- - --- Configuration: 3000-0000 - --- Energy efficiency: 1016987763.6032282 - --- Energy: 30.027102694886654 - --- Workload: 0.0 +--- Neighbour 6 in the list of neghbours, And at position 394 in the X datas point -------------- - --- Position: 31 + --- Configuration: 222202-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14354884321.164698 + --- Energy: 82.7028685460665 + --- Workload: 1187190000000.0 -------------- - --- Configuration: 3000-0000 - --- Energy efficiency: 1010122436.9405816 - --- Energy: 49.410116578739654 - --- Workload: 406369000000.0 +--- Neighbour 7 in the list of neghbours, And at position 530 in the X datas point -------------- ----------------------- ---- Ordered by energy, Printing the list of the 2 duplicates of '3000-0000' ---- Duplicate 0 in the list of duplicate, And at position 31 in the X datas point + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15452391953.012367 + --- Energy: 81.35830423904434 + --- Workload: 1257180000000.0 -------------- - --- Configuration: 3000-0000 - --- Energy efficiency: 1010122436.9405816 - --- Energy: 49.410116578739654 - --- Workload: 406369000000.0 +--- Neighbour 8 in the list of neghbours, And at position 664 in the X datas point -------------- ---- Duplicate 1 in the list of duplicate, And at position 17 in the X datas point + --- Configuration: 222002-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13972451913.80674 + --- Energy: 76.4325894344246 + --- Workload: 1067950000000.0 -------------- - --- Configuration: 3000-0000 - --- Energy efficiency: 1016987763.6032282 - --- Energy: 30.027102694886654 - --- Workload: 0.0 +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point -------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- ---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 31 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '222202-1-2' +--- Neighbour 0 in the list of neghbours, And at position 274 in the X datas point -------------- - --- Configuration: 3000-0000 - --- Energy efficiency: 1010122436.9405816 - --- Energy: 49.410116578739654 - --- Workload: 406369000000.0 + --- Configuration: 222222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 -------------- - --- Checking value [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0]] - --- Answer : configuration is present, have it been processed? -1 - --- Answer : the configuration 3300-0000 is present in X at positions [18, 45] - --- Position: 18 +--- Neighbour 1 in the list of neghbours, And at position 376 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Energy efficiency: 1980229389.772511 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 222200-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13164009072.635054 + --- Energy: 63.2881080327642 + --- Workload: 833125000000.0 -------------- - --- Position: 45 +--- Neighbour 2 in the list of neghbours, And at position 252 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Energy efficiency: 2075033200.5312083 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 -------------- ----------------------- ---- Ordered by energy, Printing the list of the 2 duplicates of '3300-0000' ---- Duplicate 0 in the list of duplicate, And at position 45 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 165 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Energy efficiency: 2075033200.5312083 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 -------------- ---- Duplicate 1 in the list of duplicate, And at position 18 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 664 in the X datas point -------------- - --- Configuration: 3300-0000 - --- Energy efficiency: 1980229389.772511 - --- Energy: 29.060137396486432 - --- Workload: 29553800000.0 + --- Configuration: 222002-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13972451913.80674 + --- Energy: 76.4325894344246 + --- Workload: 1067950000000.0 -------------- +--- Neighbour 5 in the list of neghbours, And at position 195 in the X datas point -------------- ---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 45 in the X datas point + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 -------------- - --- Configuration: 3300-0000 - --- Energy efficiency: 2075033200.5312083 - --- Energy: 36.96583597689362 - --- Workload: 150045000000.0 +--- Neighbour 6 in the list of neghbours, And at position 530 in the X datas point -------------- - --- Checking value [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0]] - --- Answer : configuration is present, have it been processed? -1 - --- Answer : the configuration 3000-3300 is present in X at positions [26, 64] - --- Position: 26 + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15452391953.012367 + --- Energy: 81.35830423904434 + --- Workload: 1257180000000.0 -------------- - --- Configuration: 3000-3300 - --- Energy efficiency: 6611133148.221605 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 +--- Neighbour 7 in the list of neghbours, And at position 394 in the X datas point -------------- - --- Position: 64 + --- Configuration: 222202-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14354884321.164698 + --- Energy: 82.7028685460665 + --- Workload: 1187190000000.0 -------------- - --- Configuration: 3000-3300 - --- Energy efficiency: 6473246073.976255 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 +--- Neighbour 8 in the list of neghbours, And at position 29 in the X datas point -------------- ----------------------- ---- Ordered by energy, Printing the list of the 2 duplicates of '3000-3300' ---- Duplicate 0 in the list of duplicate, And at position 64 in the X datas point + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 -------------- - --- Configuration: 3000-3300 - --- Energy efficiency: 6473246073.976255 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point -------------- ---- Duplicate 1 in the list of duplicate, And at position 26 in the X datas point + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 -------------- - --- Configuration: 3000-3300 - --- Energy efficiency: 6611133148.221605 - --- Energy: 48.682465076838824 - --- Workload: 373189000000.0 -------------- +--- Median at position 4 in the list of neghbours, And at position 664 in the X datas point -------------- ---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 64 in the X datas point + --- Configuration: 222002-1-2 + --- Energy efficiency: 13972451913.80674 + --- Energy: 76.4325894344246 + --- Workload: 1067950000000.0 -------------- - --- Configuration: 3000-3300 - --- Energy efficiency: 6473246073.976255 - --- Energy: 60.328010600678375 - --- Workload: 655784000000.0 +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (76.4325894344246 mAh) it is NOT far from the median. +--- Median :76.4325894344246, the gap is : 10 +--- So No we don't romove this configuration '222202-1-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '101111-0-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101111-0-3' +--- Neighbour 0 in the list of neghbours, And at position 253 in the X datas point -------------- - --- Checking value [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1]] - --- Answer : configuration is present, have it been processed? -1 - --- Answer : the configuration 2220-0000 is present in X at positions [35, 85] - --- Position: 35 + --- Configuration: 101111-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12089851778.417196 + --- Energy: 58.0655432702143 + --- Workload: 702004000000.0 -------------- - --- Configuration: 2220-0000 - --- Energy efficiency: 3029054692.61153 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 +--- Neighbour 1 in the list of neghbours, And at position 16 in the X datas point -------------- - --- Position: 85 + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 -------------- - --- Configuration: 2220-0000 - --- Energy efficiency: 2991522026.5766816 - --- Energy: 36.59285860316189 - --- Workload: 160475000000.0 +--- Neighbour 2 in the list of neghbours, And at position 200 in the X datas point -------------- ----------------------- ---- Ordered by energy, Printing the list of the 2 duplicates of '2220-0000' ---- Duplicate 0 in the list of duplicate, And at position 85 in the X datas point + --- Configuration: 101110-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10569718390.992908 + --- Energy: 73.6624240556838 + --- Workload: 778591000000.0 -------------- - --- Configuration: 2220-0000 - --- Energy efficiency: 2991522026.5766816 - --- Energy: 36.59285860316189 - --- Workload: 160475000000.0 +--- Neighbour 3 in the list of neghbours, And at position 323 in the X datas point -------------- ---- Duplicate 1 in the list of duplicate, And at position 35 in the X datas point + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 -------------- - --- Configuration: 2220-0000 - --- Energy efficiency: 3029054692.61153 - --- Energy: 29.239529117166907 - --- Workload: 29535500000.0 +--- Neighbour 4 in the list of neghbours, And at position 66 in the X datas point -------------- + --- Configuration: 101101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 -------------- ---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 85 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 91 in the X datas point -------------- - --- Configuration: 2220-0000 - --- Energy efficiency: 2991522026.5766816 - --- Energy: 36.59285860316189 - --- Workload: 160475000000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 -------------- - --- Checking value [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0]] - --- Answer : configuration is present, have it been processed? -1 - --- Answer : the configuration 3000-2000 is present in X at positions [41, 100] - --- Position: 41 +--- Neighbour 6 in the list of neghbours, And at position 111 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 -------------- - --- Position: 100 +--- Neighbour 7 in the list of neghbours, And at position 140 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Energy efficiency: 3742206854.226074 - --- Energy: 53.84120579706395 - --- Workload: 617498000000.0 + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 -------------- ----------------------- ---- Ordered by energy, Printing the list of the 2 duplicates of '3000-2000' ---- Duplicate 0 in the list of duplicate, And at position 100 in the X datas point +--- Neighbour 8 in the list of neghbours, And at position 159 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Energy efficiency: 3742206854.226074 - --- Energy: 53.84120579706395 - --- Workload: 617498000000.0 + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 -------------- ---- Duplicate 1 in the list of duplicate, And at position 41 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 232 in the X datas point -------------- - --- Configuration: 3000-2000 - --- Energy efficiency: 4059018123.5159216 - --- Energy: 36.9852979298838 - --- Workload: 185914000000.0 + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 -------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101111-0-3' +--- Neighbour 0 in the list of neghbours, And at position 66 in the X datas point -------------- ---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 100 in the X datas point + --- Configuration: 101101-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 -------------- - --- Configuration: 3000-2000 - --- Energy efficiency: 3742206854.226074 - --- Energy: 53.84120579706395 - --- Workload: 617498000000.0 +--- Neighbour 1 in the list of neghbours, And at position 111 in the X datas point -------------- - --- Checking value [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0]] - --- Answer : configuration is present, have it been processed? -1 - --- Answer : the configuration 1111-0101 is present in X at positions [84, 119] - --- Position: 84 + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 -------------- - --- Configuration: 1111-0101 - --- Energy efficiency: 9080672696.233337 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 +--- Neighbour 2 in the list of neghbours, And at position 253 in the X datas point -------------- - --- Position: 119 + --- Configuration: 101111-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12089851778.417196 + --- Energy: 58.0655432702143 + --- Workload: 702004000000.0 -------------- - --- Configuration: 1111-0101 - --- Energy efficiency: 8622547962.923044 - --- Energy: 84.69065283515172 - --- Workload: 863842000000.0 +--- Neighbour 3 in the list of neghbours, And at position 91 in the X datas point -------------- ----------------------- ---- Ordered by energy, Printing the list of the 2 duplicates of '1111-0101' ---- Duplicate 0 in the list of duplicate, And at position 119 in the X datas point + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 -------------- - --- Configuration: 1111-0101 - --- Energy efficiency: 8622547962.923044 - --- Energy: 84.69065283515172 - --- Workload: 863842000000.0 +--- Neighbour 4 in the list of neghbours, And at position 159 in the X datas point -------------- ---- Duplicate 1 in the list of duplicate, And at position 84 in the X datas point + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 -------------- - --- Configuration: 1111-0101 - --- Energy efficiency: 9080672696.233337 - --- Energy: 41.829225389075674 - --- Workload: 303807000000.0 +--- Neighbour 5 in the list of neghbours, And at position 140 in the X datas point -------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 -------------- ---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 119 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 200 in the X datas point -------------- - --- Configuration: 1111-0101 - --- Energy efficiency: 8622547962.923044 - --- Energy: 84.69065283515172 - --- Workload: 863842000000.0 + --- Configuration: 101110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10569718390.992908 + --- Energy: 73.6624240556838 + --- Workload: 778591000000.0 -------------- - --- Checking value [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0]] - --- Answer : configuration is present, have it been processed? -1 - --- Answer : the configuration 0303-0100 is present in X at positions [2, 145] - --- Position: 2 +--- Neighbour 7 in the list of neghbours, And at position 232 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 -------------- - --- Position: 145 +--- Neighbour 8 in the list of neghbours, And at position 323 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Energy efficiency: 7192278369.94203 - --- Energy: 64.97706889442466 - --- Workload: 626356000000.0 + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 -------------- ----------------------- ---- Ordered by energy, Printing the list of the 2 duplicates of '0303-0100' ---- Duplicate 0 in the list of duplicate, And at position 145 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 16 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Energy efficiency: 7192278369.94203 - --- Energy: 64.97706889442466 - --- Workload: 626356000000.0 + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 -------------- ---- Duplicate 1 in the list of duplicate, And at position 2 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Energy efficiency: 6956231392.081026 - --- Energy: 53.38267358149647 - --- Workload: 371343000000.0 +--- Median at position 4 in the list of neghbours, And at position 159 in the X datas point -------------- + --- Configuration: 202222-0-2 + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 -------------- ---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 145 in the X datas point +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (58.0655432702143 mAh) is far from the median. +--- Median :69.5925937545452, the gap is : 10 +--- So yes we remove this configuration '101111-0-3' +--- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '110011-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110011-0-2' +--- Neighbour 0 in the list of neghbours, And at position 254 in the X datas point -------------- - --- Configuration: 0303-0100 - --- Energy efficiency: 7192278369.94203 - --- Energy: 64.97706889442466 - --- Workload: 626356000000.0 + --- Configuration: 110011-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11783642889.632044 + --- Energy: 56.004272107212 + --- Workload: 659934000000.0 -------------- - --- Checking value [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0]] - --- Answer : configuration is present, have it been processed? -1 - --- Answer : the configuration 0100-0200 is present in X at positions [91, 146] - --- Position: 91 +--- Neighbour 1 in the list of neghbours, And at position 36 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Energy efficiency: 4093227346.033253 - --- Energy: 43.37670883350873 - --- Workload: 362938000000.0 + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 -------------- - --- Position: 146 +--- Neighbour 2 in the list of neghbours, And at position 2 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Energy efficiency: 4197888462.103562 - --- Energy: 64.3370683100252 - --- Workload: 534556000000.0 + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 -------------- ----------------------- ---- Ordered by energy, Printing the list of the 2 duplicates of '0100-0200' ---- Duplicate 0 in the list of duplicate, And at position 146 in the X datas point +--- Neighbour 3 in the list of neghbours, And at position 80 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Energy efficiency: 4197888462.103562 - --- Energy: 64.3370683100252 - --- Workload: 534556000000.0 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 -------------- ---- Duplicate 1 in the list of duplicate, And at position 91 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 111 in the X datas point -------------- - --- Configuration: 0100-0200 - --- Energy efficiency: 4093227346.033253 - --- Energy: 43.37670883350873 - --- Workload: 362938000000.0 + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 -------------- +--- Neighbour 5 in the list of neghbours, And at position 237 in the X datas point -------------- ---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 146 in the X datas point + --- Configuration: 110010-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10831501906.88591 + --- Energy: 62.4324044343125 + --- Workload: 676237000000.0 -------------- - --- Configuration: 0100-0200 - --- Energy efficiency: 4197888462.103562 - --- Energy: 64.3370683100252 - --- Workload: 534556000000.0 +--- Neighbour 6 in the list of neghbours, And at position 246 in the X datas point -------------- - --- Checking value [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0]] - --- Answer : configuration is present, have it been processed? -1 - --- Answer : the configuration 2200-2000 is present in X at positions [39, 149] - --- Position: 39 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 -------------- - --- Configuration: 2200-2000 - --- Energy efficiency: 5035525633.343237 - --- Energy: 30.508250558695604 - --- Workload: 92411200000.0 +--- Neighbour 7 in the list of neghbours, And at position 510 in the X datas point -------------- - --- Position: 149 + --- Configuration: 111011-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11392233458.761824 + --- Energy: 69.72901800554702 + --- Workload: 794369000000.0 -------------- - --- Configuration: 2200-2000 - --- Energy efficiency: 5065035050.042546 - --- Energy: 59.541753106093076 - --- Workload: 500822000000.0 +--- Neighbour 8 in the list of neghbours, And at position 678 in the X datas point -------------- ----------------------- ---- Ordered by energy, Printing the list of the 2 duplicates of '2200-2000' ---- Duplicate 0 in the list of duplicate, And at position 149 in the X datas point + --- Configuration: 110001-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12657170413.611015 + --- Energy: 62.61500040774629 + --- Workload: 792529000000.0 -------------- - --- Configuration: 2200-2000 - --- Energy efficiency: 5065035050.042546 - --- Energy: 59.541753106093076 - --- Workload: 500822000000.0 +--- Neighbour 9 in the list of neghbours, And at position 33 in the X datas point -------------- ---- Duplicate 1 in the list of duplicate, And at position 39 in the X datas point + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 -------------- - --- Configuration: 2200-2000 - --- Energy efficiency: 5035525633.343237 - --- Energy: 30.508250558695604 - --- Workload: 92411200000.0 +--- Ordered by energy, Printing the list of the 10 first neighbours of '110011-0-2' +--- Neighbour 0 in the list of neghbours, And at position 2 in the X datas point -------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 -------------- ---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 149 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 33 in the X datas point -------------- - --- Configuration: 2200-2000 - --- Energy efficiency: 5065035050.042546 - --- Energy: 59.541753106093076 - --- Workload: 500822000000.0 + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 -------------- - --- Checking value [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1]] - --- Answer : configuration is present, have it been processed? -1 - --- Answer : the configuration 1011-3030 is present in X at positions [95, 166] - --- Position: 95 +--- Neighbour 2 in the list of neghbours, And at position 36 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Energy efficiency: 8871225293.637558 - --- Energy: 65.80063109114849 - --- Workload: 499771000000.0 + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 -------------- - --- Position: 166 +--- Neighbour 3 in the list of neghbours, And at position 254 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Energy efficiency: 8938627384.378855 - --- Energy: 41.03159908655608 - --- Workload: 270449000000.0 + --- Configuration: 110011-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11783642889.632044 + --- Energy: 56.004272107212 + --- Workload: 659934000000.0 -------------- ----------------------- ---- Ordered by energy, Printing the list of the 2 duplicates of '1011-3030' ---- Duplicate 0 in the list of duplicate, And at position 95 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 111 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Energy efficiency: 8871225293.637558 - --- Energy: 65.80063109114849 - --- Workload: 499771000000.0 + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 -------------- ---- Duplicate 1 in the list of duplicate, And at position 166 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 237 in the X datas point -------------- - --- Configuration: 1011-3030 - --- Energy efficiency: 8938627384.378855 - --- Energy: 41.03159908655608 - --- Workload: 270449000000.0 + --- Configuration: 110010-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10831501906.88591 + --- Energy: 62.4324044343125 + --- Workload: 676237000000.0 -------------- +--- Neighbour 6 in the list of neghbours, And at position 678 in the X datas point -------------- ---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 95 in the X datas point + --- Configuration: 110001-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12657170413.611015 + --- Energy: 62.61500040774629 + --- Workload: 792529000000.0 -------------- - --- Configuration: 1011-3030 - --- Energy efficiency: 8871225293.637558 - --- Energy: 65.80063109114849 - --- Workload: 499771000000.0 +--- Neighbour 7 in the list of neghbours, And at position 80 in the X datas point -------------- - --- Checking value [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1]] - --- Answer : configuration is present, have it been processed? -1 - --- Answer : the configuration 0011-0000 is present in X at positions [46, 169] - --- Position: 46 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 -------------- - --- Configuration: 0011-0000 - --- Energy efficiency: 2745412415.8531094 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 +--- Neighbour 8 in the list of neghbours, And at position 246 in the X datas point -------------- - --- Position: 169 + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 -------------- - --- Configuration: 0011-0000 - --- Energy efficiency: 2780233650.836016 - --- Energy: 49.989818506242955 - --- Workload: 548186000000.0 +--- Neighbour 9 in the list of neghbours, And at position 510 in the X datas point -------------- ----------------------- ---- Ordered by energy, Printing the list of the 2 duplicates of '0011-0000' ---- Duplicate 0 in the list of duplicate, And at position 169 in the X datas point + --- Configuration: 111011-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11392233458.761824 + --- Energy: 69.72901800554702 + --- Workload: 794369000000.0 -------------- - --- Configuration: 0011-0000 - --- Energy efficiency: 2780233650.836016 - --- Energy: 49.989818506242955 - --- Workload: 548186000000.0 -------------- ---- Duplicate 1 in the list of duplicate, And at position 46 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 111 in the X datas point -------------- - --- Configuration: 0011-0000 - --- Energy efficiency: 2745412415.8531094 - --- Energy: 36.86022362180361 - --- Workload: 149735000000.0 + --- Configuration: 111111-0-2 + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 -------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (56.046315848522 mAh) it is NOT far from the median. +--- Median :56.046315848522, the gap is : 10 +--- So No we don't romove this configuration '110011-0-2' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '101011-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101011-1-2' +--- Neighbour 0 in the list of neghbours, And at position 255 in the X datas point -------------- ---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 169 in the X datas point + --- Configuration: 101011-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12918694901.766243 + --- Energy: 64.7867353921133 + --- Workload: 836960000000.0 -------------- - --- Configuration: 0011-0000 - --- Energy efficiency: 2780233650.836016 - --- Energy: 49.989818506242955 - --- Workload: 548186000000.0 +--- Neighbour 1 in the list of neghbours, And at position 86 in the X datas point -------------- - --- Checking value [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0]] - --- Answer : configuration is present, have it been processed? -1 - --- Answer : the configuration 1011-0100 is present in X at positions [88, 172] - --- Position: 88 + --- Configuration: 202022-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 -------------- - --- Configuration: 1011-0100 - --- Energy efficiency: 6807769026.0124855 - --- Energy: 36.31061849927073 - --- Workload: 211379000000.0 +--- Neighbour 2 in the list of neghbours, And at position 65 in the X datas point -------------- - --- Position: 172 + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 -------------- - --- Configuration: 1011-0100 - --- Energy efficiency: 6759862639.591164 - --- Energy: 35.26956535624208 - --- Workload: 148058000000.0 +--- Neighbour 3 in the list of neghbours, And at position 94 in the X datas point -------------- ----------------------- ---- Ordered by energy, Printing the list of the 2 duplicates of '1011-0100' ---- Duplicate 0 in the list of duplicate, And at position 88 in the X datas point + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 -------------- - --- Configuration: 1011-0100 - --- Energy efficiency: 6807769026.0124855 - --- Energy: 36.31061849927073 - --- Workload: 211379000000.0 +--- Neighbour 4 in the list of neghbours, And at position 131 in the X datas point -------------- ---- Duplicate 1 in the list of duplicate, And at position 172 in the X datas point + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 -------------- - --- Configuration: 1011-0100 - --- Energy efficiency: 6759862639.591164 - --- Energy: 35.26956535624208 - --- Workload: 148058000000.0 +--- Neighbour 5 in the list of neghbours, And at position 243 in the X datas point -------------- + --- Configuration: 111011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14576855743.06251 + --- Energy: 41.794008855435 + --- Workload: 609225000000.0 -------------- ---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 88 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 256 in the X datas point -------------- - --- Configuration: 1011-0100 - --- Energy efficiency: 6807769026.0124855 - --- Energy: 36.31061849927073 - --- Workload: 211379000000.0 + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 -------------- - --- Checking value [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0]] - --- Answer : configuration is present, have it been processed? -1 - --- Answer : the configuration 1011-3330 is present in X at positions [94, 173] - --- Position: 94 +--- Neighbour 7 in the list of neghbours, And at position 323 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Energy efficiency: 10000990098.019703 - --- Energy: 43.18443043197562 - --- Workload: 314499000000.0 + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 -------------- - --- Position: 173 +--- Neighbour 8 in the list of neghbours, And at position 455 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Energy efficiency: 10558457958.332102 - --- Energy: 47.115411060327354 - --- Workload: 292447000000.0 + --- Configuration: 101111-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14337534230.862976 + --- Energy: 42.54593968589113 + --- Workload: 610004000000.0 -------------- ----------------------- ---- Ordered by energy, Printing the list of the 2 duplicates of '1011-3330' ---- Duplicate 0 in the list of duplicate, And at position 173 in the X datas point +--- Neighbour 9 in the list of neghbours, And at position 502 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Energy efficiency: 10558457958.332102 - --- Energy: 47.115411060327354 - --- Workload: 292447000000.0 + --- Configuration: 111001-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 -------------- ---- Duplicate 1 in the list of duplicate, And at position 94 in the X datas point +--- Ordered by energy, Printing the list of the 10 first neighbours of '101011-1-2' +--- Neighbour 0 in the list of neghbours, And at position 243 in the X datas point -------------- - --- Configuration: 1011-3330 - --- Energy efficiency: 10000990098.019703 - --- Energy: 43.18443043197562 - --- Workload: 314499000000.0 + --- Configuration: 111011-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14576855743.06251 + --- Energy: 41.794008855435 + --- Workload: 609225000000.0 -------------- +--- Neighbour 1 in the list of neghbours, And at position 455 in the X datas point -------------- ---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 173 in the X datas point + --- Configuration: 101111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14337534230.862976 + --- Energy: 42.54593968589113 + --- Workload: 610004000000.0 -------------- - --- Configuration: 1011-3330 - --- Energy efficiency: 10558457958.332102 - --- Energy: 47.115411060327354 - --- Workload: 292447000000.0 +--- Neighbour 2 in the list of neghbours, And at position 502 in the X datas point -------------- - --- Checking value [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1]] - --- Answer : configuration is present, have it been processed? -1 - --- Answer : the configuration 0022-1111 is present in X at positions [134, 176] - --- Position: 134 + --- Configuration: 111001-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 -------------- - --- Configuration: 0022-1111 - --- Energy efficiency: 11384996168.94879 - --- Energy: 59.697236073290554 - --- Workload: 500528000000.0 +--- Neighbour 3 in the list of neghbours, And at position 255 in the X datas point -------------- - --- Position: 176 + --- Configuration: 101011-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12918694901.766243 + --- Energy: 64.7867353921133 + --- Workload: 836960000000.0 -------------- - --- Configuration: 0022-1111 - --- Energy efficiency: 11525411226.672567 - --- Energy: 42.75164023390624 - --- Workload: 426227000000.0 +--- Neighbour 4 in the list of neghbours, And at position 65 in the X datas point -------------- ----------------------- ---- Ordered by energy, Printing the list of the 2 duplicates of '0022-1111' ---- Duplicate 0 in the list of duplicate, And at position 134 in the X datas point + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 -------------- - --- Configuration: 0022-1111 - --- Energy efficiency: 11384996168.94879 - --- Energy: 59.697236073290554 - --- Workload: 500528000000.0 +--- Neighbour 5 in the list of neghbours, And at position 131 in the X datas point -------------- ---- Duplicate 1 in the list of duplicate, And at position 176 in the X datas point + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 -------------- - --- Configuration: 0022-1111 - --- Energy efficiency: 11525411226.672567 - --- Energy: 42.75164023390624 - --- Workload: 426227000000.0 +--- Neighbour 6 in the list of neghbours, And at position 256 in the X datas point -------------- + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 -------------- ---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 134 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 86 in the X datas point -------------- - --- Configuration: 0022-1111 - --- Energy efficiency: 11384996168.94879 - --- Energy: 59.697236073290554 - --- Workload: 500528000000.0 + --- Configuration: 202022-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 -------------- - --- Checking value [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1]] - --- Answer : configuration is present, have it been processed? -1 - --- Answer : the configuration 1100-0000 is present in X at positions [32, 188] - --- Position: 32 +--- Neighbour 8 in the list of neghbours, And at position 323 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Energy efficiency: 2018619748.5607243 - --- Energy: 29.957415812958512 - --- Workload: 0.0 + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 -------------- - --- Position: 188 +--- Neighbour 9 in the list of neghbours, And at position 94 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Energy efficiency: 2083511299.9235353 - --- Energy: 70.26399021141525 - --- Workload: 629243000000.0 + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 -------------- ----------------------- ---- Ordered by energy, Printing the list of the 2 duplicates of '1100-0000' ---- Duplicate 0 in the list of duplicate, And at position 188 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Energy efficiency: 2083511299.9235353 - --- Energy: 70.26399021141525 - --- Workload: 629243000000.0 +--- Median at position 4 in the list of neghbours, And at position 65 in the X datas point -------------- ---- Duplicate 1 in the list of duplicate, And at position 32 in the X datas point + --- Configuration: 111111-1-2 + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 -------------- - --- Configuration: 1100-0000 - --- Energy efficiency: 2018619748.5607243 - --- Energy: 29.957415812958512 - --- Workload: 0.0 +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (65.20383205963783 mAh) it is NOT far from the median. +--- Median :65.20383205963783, the gap is : 10 +--- So No we don't romove this configuration '101011-1-2' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '001011-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '001011-2-2' +--- Neighbour 0 in the list of neghbours, And at position 256 in the X datas point -------------- + --- Configuration: 001011-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 -------------- ---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 188 in the X datas point +--- Neighbour 1 in the list of neghbours, And at position 672 in the X datas point -------------- - --- Configuration: 1100-0000 - --- Energy efficiency: 2083511299.9235353 - --- Energy: 70.26399021141525 - --- Workload: 629243000000.0 + --- Configuration: 011011-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 -------------- - --- Checking value [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1]] - --- Answer : configuration is present, have it been processed? -1 - --- Answer : the configuration 1110-3330 is present in X at positions [113, 189] - --- Position: 113 +--- Neighbour 2 in the list of neghbours, And at position 197 in the X datas point -------------- - --- Configuration: 1110-3330 - --- Energy efficiency: 9413093613.215984 - --- Energy: 73.37868558375581 - --- Workload: 750499000000.0 + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 -------------- - --- Position: 189 +--- Neighbour 3 in the list of neghbours, And at position 207 in the X datas point -------------- - --- Configuration: 1110-3330 - --- Energy efficiency: 8963143553.707155 - --- Energy: 64.59775499830239 - --- Workload: 625410000000.0 + --- Configuration: 000022-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 -------------- ----------------------- ---- Ordered by energy, Printing the list of the 2 duplicates of '1110-3330' ---- Duplicate 0 in the list of duplicate, And at position 113 in the X datas point +--- Neighbour 4 in the list of neghbours, And at position 255 in the X datas point -------------- - --- Configuration: 1110-3330 - --- Energy efficiency: 9413093613.215984 - --- Energy: 73.37868558375581 - --- Workload: 750499000000.0 + --- Configuration: 101011-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12918694901.766243 + --- Energy: 64.7867353921133 + --- Workload: 836960000000.0 -------------- ---- Duplicate 1 in the list of duplicate, And at position 189 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 362 in the X datas point -------------- - --- Configuration: 1110-3330 - --- Energy efficiency: 8963143553.707155 - --- Energy: 64.59775499830239 - --- Workload: 625410000000.0 + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 -------------- +--- Neighbour 6 in the list of neghbours, And at position 440 in the X datas point -------------- ---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 113 in the X datas point + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 -------------- - --- Configuration: 1110-3330 - --- Energy efficiency: 9413093613.215984 - --- Energy: 73.37868558375581 - --- Workload: 750499000000.0 +--- Neighbour 7 in the list of neghbours, And at position 549 in the X datas point -------------- - --- Checking value [0.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 0, 1, 0, 0, 0.0, 1, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 1, 0, 0, 0.0, 0, 1, 0, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 0, 1, 1, 1, 2.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 0.0, 0, 1, 0, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 1, 1, 2.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 0]] - --- Answer : configuration is present, have it been processed? -1 - --- Answer : the configuration 0303-1000 is present in X at positions [77, 195] - --- Position: 77 + --- Configuration: 101011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13990494857.793615 + --- Energy: 77.57621667528683 + --- Workload: 1085330000000.0 -------------- - --- Configuration: 0303-1000 - --- Energy efficiency: 6928278461.367919 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 +--- Neighbour 8 in the list of neghbours, And at position 676 in the X datas point -------------- - --- Position: 195 + --- Configuration: 002022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639037922.427738 + --- Energy: 63.03819652563211 + --- Workload: 922819000000.0 -------------- - --- Configuration: 0303-1000 - --- Energy efficiency: 7144898542.440698 - --- Energy: 42.76899541535147 - --- Workload: 380079000000.0 +--- Neighbour 9 in the list of neghbours, And at position 761 in the X datas point -------------- ----------------------- ---- Ordered by energy, Printing the list of the 2 duplicates of '0303-1000' ---- Duplicate 0 in the list of duplicate, And at position 195 in the X datas point + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6079027355.6231 + --- Energy: 12.473598223784801 + --- Workload: 75827400000.0 -------------- - --- Configuration: 0303-1000 - --- Energy efficiency: 7144898542.440698 - --- Energy: 42.76899541535147 - --- Workload: 380079000000.0 +--- Ordered by energy, Printing the list of the 10 first neighbours of '001011-2-2' +--- Neighbour 0 in the list of neghbours, And at position 761 in the X datas point -------------- ---- Duplicate 1 in the list of duplicate, And at position 77 in the X datas point + --- Configuration: 011011-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6079027355.6231 + --- Energy: 12.473598223784801 + --- Workload: 75827400000.0 -------------- - --- Configuration: 0303-1000 - --- Energy efficiency: 6928278461.367919 - --- Energy: 42.51731520413714 - --- Workload: 243375000000.0 +--- Neighbour 1 in the list of neghbours, And at position 676 in the X datas point -------------- + --- Configuration: 002022-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14639037922.427738 + --- Energy: 63.03819652563211 + --- Workload: 922819000000.0 -------------- ---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 195 in the X datas point +--- Neighbour 2 in the list of neghbours, And at position 255 in the X datas point -------------- - --- Configuration: 0303-1000 - --- Energy efficiency: 7144898542.440698 - --- Energy: 42.76899541535147 - --- Workload: 380079000000.0 + --- Configuration: 101011-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12918694901.766243 + --- Energy: 64.7867353921133 + --- Workload: 836960000000.0 -------------- - --- Checking value [1.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 1, 1, 0, 1.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 0, 0, 0, 1, 2.0, 0, 0, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 0, 1, 2.0, 0, 0, 1, 0]] - --- Answer : configuration is present, have it been processed? -1 - --- Answer : the configuration 0222-2220 is present in X at positions [144, 200] - --- Position: 144 +--- Neighbour 3 in the list of neghbours, And at position 197 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Energy efficiency: 11414873580.275099 - --- Energy: 79.26313007840331 - --- Workload: 867738000000.0 + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 -------------- - --- Position: 200 +--- Neighbour 4 in the list of neghbours, And at position 256 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Energy efficiency: 11529065350.201126 - --- Energy: 35.98594879953233 - --- Workload: 225068000000.0 + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 -------------- ----------------------- ---- Ordered by energy, Printing the list of the 2 duplicates of '0222-2220' ---- Duplicate 0 in the list of duplicate, And at position 144 in the X datas point +--- Neighbour 5 in the list of neghbours, And at position 672 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Energy efficiency: 11414873580.275099 - --- Energy: 79.26313007840331 - --- Workload: 867738000000.0 + --- Configuration: 011011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 -------------- ---- Duplicate 1 in the list of duplicate, And at position 200 in the X datas point +--- Neighbour 6 in the list of neghbours, And at position 362 in the X datas point -------------- - --- Configuration: 0222-2220 - --- Energy efficiency: 11529065350.201126 - --- Energy: 35.98594879953233 - --- Workload: 225068000000.0 + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 -------------- +--- Neighbour 7 in the list of neghbours, And at position 207 in the X datas point -------------- ---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 144 in the X datas point + --- Configuration: 000022-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 -------------- - --- Configuration: 0222-2220 - --- Energy efficiency: 11414873580.275099 - --- Energy: 79.26313007840331 - --- Workload: 867738000000.0 +--- Neighbour 8 in the list of neghbours, And at position 549 in the X datas point -------------- - --- Checking value [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 0, 1, 2.0, 0, 0, 1, 0]] - --- Answer : configuration is present, have it been processed? -1 - --- Answer : the configuration 2200-1000 is present in X at positions [147, 201] - --- Position: 147 + --- Configuration: 101011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13990494857.793615 + --- Energy: 77.57621667528683 + --- Workload: 1085330000000.0 -------------- - --- Configuration: 2200-1000 - --- Energy efficiency: 5023055826.242454 - --- Energy: 35.48607288213239 - --- Workload: 177462000000.0 +--- Neighbour 9 in the list of neghbours, And at position 440 in the X datas point -------------- - --- Position: 201 + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 -------------- - --- Configuration: 2200-1000 - --- Energy efficiency: 5231876778.838105 - --- Energy: 29.193550568943994 - --- Workload: 81165000000.0 -------------- ----------------------- ---- Ordered by energy, Printing the list of the 2 duplicates of '2200-1000' ---- Duplicate 0 in the list of duplicate, And at position 147 in the X datas point +--- Median at position 4 in the list of neghbours, And at position 256 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Energy efficiency: 5023055826.242454 - --- Energy: 35.48607288213239 - --- Workload: 177462000000.0 + --- Configuration: 001011-2-2 + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 -------------- ---- Duplicate 1 in the list of duplicate, And at position 201 in the X datas point +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (73.393325791739 mAh) it is NOT far from the median. +--- Median :73.393325791739, the gap is : 10 +--- So No we don't romove this configuration '001011-2-2' + --- remove_aberrant_points: The value [0.0, 0, 0, 1, 0, 1, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '011110-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011110-2-1' +--- Neighbour 0 in the list of neghbours, And at position 257 in the X datas point -------------- - --- Configuration: 2200-1000 - --- Energy efficiency: 5231876778.838105 - --- Energy: 29.193550568943994 - --- Workload: 81165000000.0 + --- Configuration: 011110-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 -------------- +--- Neighbour 1 in the list of neghbours, And at position 100 in the X datas point -------------- ---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 147 in the X datas point + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 -------------- - --- Configuration: 2200-1000 - --- Energy efficiency: 5023055826.242454 - --- Energy: 35.48607288213239 - --- Workload: 177462000000.0 +--- Neighbour 2 in the list of neghbours, And at position 106 in the X datas point -------------- - --- Checking value [1.0, 0, 1, 0, 0, 0.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 0, 1, 2.0, 0, 0, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 1, 0, 1, 0.0, 1, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 0, 1, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 1, 0, 0, 1, 0.0, 1, 1, 1, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 0, 1, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 1, 0.0, 1, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 1, 1, 0, 0, 2.0, 1, 1, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 0, 1, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 1, 0.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 1, 1, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [1.0, 0, 0, 1, 1, 1.0, 1, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 0, 1, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 1, 0.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 0, 0, 2.0, 1, 1, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 0, 1, 1, 1.0, 0, 0, 0, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 0, 1, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 1, 0.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 0, 0, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 1, 1.0, 1, 1, 1, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 0, 1, 1, 0, 0.0, 1, 0, 1, 1] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 0, 1, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 1, 0.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 0, 0, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 1.0, 0, 0, 0, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0.0, 1, 1, 1, 0, 0.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 0, 1, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 1, 0.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 0, 0, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 1.0, 0, 0, 0, 1], [2.0, 0, 1, 1, 0, 0.0, 1, 0, 1, 1]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [2.0, 1, 0, 1, 0, 0.0, 0, 0, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 0, 1, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 1, 0.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 0, 0, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 1.0, 0, 0, 0, 1], [2.0, 0, 1, 1, 0, 0.0, 1, 0, 1, 1], [0.0, 1, 1, 1, 0, 0.0, 1, 0, 0, 0]] - --- Answer : we add the configuration, it is not yet present - --- Checking value [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 0, 1, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 1, 0.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 0, 0, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 1.0, 0, 0, 0, 1], [2.0, 0, 1, 1, 0, 0.0, 1, 0, 1, 1], [0.0, 1, 1, 1, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 0, 1, 0]] - --- Answer : configuration is present, have it been processed? -1 - --- Answer : the configuration 0000-2000 is present in X at positions [66, 211] - --- Position: 66 + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 -------------- - --- Configuration: 0000-2000 - --- Energy efficiency: 3331046015.069652 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 +--- Neighbour 3 in the list of neghbours, And at position 109 in the X datas point -------------- - --- Position: 211 + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 -------------- - --- Configuration: 0000-2000 - --- Energy efficiency: 3452478361.591869 - --- Energy: 59.193870361299275 - --- Workload: 501963000000.0 +--- Neighbour 4 in the list of neghbours, And at position 212 in the X datas point -------------- ----------------------- ---- Ordered by energy, Printing the list of the 2 duplicates of '0000-2000' ---- Duplicate 0 in the list of duplicate, And at position 211 in the X datas point + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 -------------- - --- Configuration: 0000-2000 - --- Energy efficiency: 3452478361.591869 - --- Energy: 59.193870361299275 - --- Workload: 501963000000.0 +--- Neighbour 5 in the list of neghbours, And at position 353 in the X datas point -------------- ---- Duplicate 1 in the list of duplicate, And at position 66 in the X datas point + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 -------------- - --- Configuration: 0000-2000 - --- Energy efficiency: 3331046015.069652 - --- Energy: 39.00759503929043 - --- Workload: 149787000000.0 +--- Neighbour 6 in the list of neghbours, And at position 691 in the X datas point -------------- + --- Configuration: 001110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13547198439.36274 + --- Energy: 54.82947618628158 + --- Workload: 742786000000.0 -------------- ---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 211 in the X datas point +--- Neighbour 7 in the list of neghbours, And at position 763 in the X datas point -------------- - --- Configuration: 0000-2000 - --- Energy efficiency: 3452478361.591869 - --- Energy: 59.193870361299275 - --- Workload: 501963000000.0 + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6055761451.444905 + --- Energy: 12.504158981784528 + --- Workload: 75722300000.0 -------------- - --- Checking value [1.0, 0, 1, 1, 1, 0.0, 1, 1, 1, 0] - --- Retained configurations [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 1, 0, 0.0, 0, 1, 1, 1], [0.0, 0, 0, 0, 1, 0.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 0, 1, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 1, 0.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 0, 0, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 1.0, 0, 0, 0, 1], [2.0, 0, 1, 1, 0, 0.0, 1, 0, 1, 1], [0.0, 1, 1, 1, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 0, 1, 0]] - --- Answer : we add the configuration, it is not yet present -final_X_user friendly : - ['0303-1010', '0033-3000', '0303-0100', '2222-0220', '3000-1110', '0030-0000', '0020-0010', '1000-1010', '0010-3300', '0011-0111', '3303-0001', '0022-0030', '0011-1100', '3303-1010', '0003-1001', '0000-0000', '3000-0000', '3300-0000', '3330-0000', '0000-3000', '0000-3300', '0000-3330', '3300-3000', '3330-3000', '3000-3000', '3000-3300', '3000-3330', '1000-0000', '2000-0000', '1100-0000', '2200-0000', '1110-0000', '2220-0000', '3300-1000', '3300-2000', '1100-1000', '2200-2000', '3000-1000', '3000-2000', '1000-1000', '1001-2000', '0111-0000', '0011-0000', '1001-0002', '2002-0101', '0303-0000', '0101-2220', '0001-0020', '3330-1111', '0330-0111', '0001-1100', '0002-0020', '2022-2220', '1000-0030', '0010-2000', '2000-2000', '3000-1100', '3000-2200', '1000-1100', '2000-2200', '0000-1000', '0000-2000', '0000-2200', '1001-2220', '0200-1100', '2002-0100', '0000-0001', '0101-0200', '3330-2220', '2002-2000', '0001-0200', '0220-0020', '0303-1000', '0110-0020', '0030-2000', '2002-1001', '0101-2020', '0202-1001', '0220-1001', '1111-0101', '0011-2200', '2222-2200', '1011-0100', '0033-2200', '0101-0330', '0100-0200', '1101-2000', '0333-0011', '1011-3330', '1011-3030', '0010-0101', '0110-0010', '0011-3000', '0020-2000', '0110-1001', '1011-2200', '0222-0300', '0110-0100', '0200-0100', '2220-3330', '0020-2220', '2220-2220', '0002-3000', '2020-3030', '2022-2200', '0020-1100', '1110-3330', '0111-2000', '0033-0220', '2022-1001', '0003-0001', '3033-1010', '0100-3000', '2020-1000', '0202-0200', '0300-0010', '0200-3330', '1010-2000', '0033-0011', '3030-1001', '0010-0011', '2220-0330', '2002-0010', '3330-0030', '0200-0010', '2022-0330', '0022-1111', '2220-0300', '0001-0220', '1100-0020', '1100-1001', '3000-0011', '2000-1001', '2020-0220', '2020-0030', '1111-3330', '0222-2220', '2200-1000', '0222-1000', '0330-0300', '0300-0000', '3030-0110', '1100-1011', '3003-0220', '1000-0100', '0030-2200', '0202-0001', '3333-0001', '1000-2200', '1100-3000', '0020-1111', '3030-1101', '0002-0111', '1011-0330', '0000-1111', '3030-0000', '0111-0001', '1111-3300', '0002-3330', '3000-0001', '1011-0011', '0220-2000', '0303-1001', '0022-3300', '0002-1000', '0222-3300', '3030-2000', '1100-0110', '1100-3330', '1001-3030', '0100-1011', '0330-0002', '1001-3330', '0200-1110', '3300-0101', '0333-3000', '2020-1100', '2002-0220', '0110-0300', '3330-2000', '0003-0030', '0200-1000', '1101-1110', '2002-1111', '2200-3300', '0022-2220', '1011-0002', '0330-1011', '1110-1000', '3030-0010', '0222-1110'] -final_X : - [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 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1.0, 0, 0, 0, 1], [2.0, 0, 1, 1, 0, 0.0, 1, 0, 1, 1], [0.0, 1, 1, 1, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 1, 1, 0]] -final_y : - [8236960890.90969, 6957102505.948323, 7192278369.94203, 11285968381.230984, 8096707069.234942, 994906080.8659663, 3998672440.749671, 6501654671.113798, 6532788063.289651, 8964027358.211496, 8321129010.784183, 7249844128.351241, 7650055845.407672, 9340120487.55429, 6806147312.252427, 0.08333333333333333, 1010122436.9405816, 2075033200.5312083, 5377240292.736961, 3307720550.5370083, 5789616901.049658, 7665772326.561901, 5072151352.996373, 5822958761.806049, 4149980287.5936337, 6473246073.976255, 8224428196.629629, 997516184.7000968, 1014996574.3865615, 2083511299.9235353, 1998856653.9939156, 2905397356.669485, 2991522026.5766816, 5058399218.983161, 5026691733.102776, 5947637003.818383, 5065035050.042546, 5326600510.288329, 3742206854.226074, 4062233415.93208, 5236095548.271565, 3139835723.7949314, 2780233650.836016, 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8782098570.274353, 9750580159.519491, 5162462701.2069845, 4242843383.922169, 9571301409.852697, 8376542330.856669, 9479212087.891254, 5449442794.474265, 7529950377.627011, 10578920865.440357, 6670179627.937381, 9413093613.215984, 6681499595.769274, 8384408354.2244835, 10534122128.398308, 5256269415.345153, 9521179864.608822, 4292324465.390988, 6005284650.492433, 7512075661.626064, 3550266447.4968843, 8906781623.528154, 5000900162.029165, 8411277841.329655, 8447801037.389967, 6634071263.19351, 8252186829.509821, 7393168712.11001, 6057595619.146848, 3751444306.0578322, 10619025470.794495, 11384996168.94879, 6002689204.763734, 9243340173.405062, 5236287472.182222, 7522756337.9222145, 6788774083.176061, 6591219177.81132, 7467367603.572389, 5336236245.851076, 10965958375.4152, 11414873580.275099, 5023055826.242454, 9969791531.659073, 5127442585.46165, 1047552602.8539523, 7504014647.836593, 9277212383.22309, 8528930131.004368, 4407169583.478402, 6743861400.160503, 7543867590.03606, 9681573061.991112, 6563747111.951271, 5338401255.591975, 10017249703.99027, 9152396555.037937, 9116518219.361662, 8886756067.432705, 9945201937.325336, 2117186259.461176, 6254338947.644929, 9442424814.692413, 9147875405.936972, 3629843118.1804323, 8737821661.059898, 5281811027.365063, 8479966080.135679, 9258659160.980307, 4730794158.415373, 10575598076.510221, 5441732647.675019, 7524397860.061248, 9132169894.888725, 7964637011.668193, 8993129249.25357, 6611526535.36175, 9487576019.202854, 8314487162.431821, 7514502990.77219, 8547519937.090253, 7567673924.06596, 9205560158.335634, 5549728340.797718, 7804268935.107504, 5328502158.043374, 4343576935.606472, 9910704551.9866, 11245140693.577787, 7549106940.648921, 10604498852.593224, 7793442597.398549, 9121757215.309958, 6238497769.737048, 5246589716.684155, 11528294469.531294] - --- Actual line: ['X_0' 'X_1' 'X_2' 'X_3' 'X_4' 'X_5' 'X_6' 'X_7' 'X_8' 'X_9' 'y'] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.23696089e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.95710251e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.19227837e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.12859684e+10] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.09670707e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 9.94906081e+08] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 3.99867244e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 6.50165467e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.53278806e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 8.96402736e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 8.32112901e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 7.24984413e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.65005585e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.34012049e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 6.80614731e+09] - --- Actual line: [0. 0. 0. 0. 0. 0. - 0. 0. 0. 0. 0.08333333] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.01012244e+09] - --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 - 2.0750332e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.37724029e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 3.30772055e+09] - --- Actual line: [0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 - 2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 5.7896169e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 7.66577233e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.07215135e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.82295876e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.14998029e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.47324607e+09] - --- Actual line: [2.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 - 2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 - 8.2244282e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 9.97516185e+08] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.01499657e+09] - --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 - 2.0835113e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.99885665e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 2.90539736e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 2.99152203e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.05839922e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.02669173e+09] - --- Actual line: [0.000000e+00 1.000000e+00 1.000000e+00 0.000000e+00 0.000000e+00 - 0.000000e+00 1.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 - 5.947637e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.06503505e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.32660051e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 3.74220685e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.06223342e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.23609555e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 3.13983572e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 2.78023365e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 7.04309671e+09] - --- Actual line: [1.000000e+00 1.000000e+00 0.000000e+00 0.000000e+00 1.000000e+00 - 0.000000e+00 0.000000e+00 1.000000e+00 0.000000e+00 1.000000e+00 - 8.950388e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.36351203e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.18560432e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 4.53397534e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 9.82009584e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 7.85471912e+09] - --- Actual line: [0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 - 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 6.3367742e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 4.96936387e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.08703096e+10] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 3.84528126e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 3.83995085e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.15349662e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.44342352e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.51911731e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.44857583e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.53949528e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 3.14516839e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 3.45247836e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.72413122e+09] - --- Actual line: [0.000000e+00 1.000000e+00 0.000000e+00 0.000000e+00 1.000000e+00 - 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 0.000000e+00 - 9.166575e+09] - --- Actual line: [1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 6.5400085e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.24543176e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 3.32139844e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.54942036e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.22994564e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.26300805e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.38542635e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 5.04060205e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.14489854e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 5.82139946e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.80910267e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 8.79577099e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.36715057e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 8.89568915e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 7.28268469e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 8.62254796e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.84910873e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.14688763e+10] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.80776903e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 8.33604255e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 7.87829608e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.19788846e+09] - --- Actual line: [0.000000e+00 1.000000e+00 1.000000e+00 0.000000e+00 1.000000e+00 - 1.000000e+00 1.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 - 6.788175e+09] - --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 - 0.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 - 9.6072554e+09] - --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 - 2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 - 1.0558458e+10] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.87122529e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 6.65708047e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 5.19421157e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.80698124e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.24401382e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 7.48749588e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 8.78209857e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 9.75058016e+09] - --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 - 0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 5.1624627e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.24284338e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.57130141e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.37654233e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.47921209e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.44944279e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 7.52995038e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.05789209e+10] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.67017963e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.41309361e+09] - --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 - 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 - 6.6814996e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.38440835e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.05341221e+10] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 5.25626942e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.52117986e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.29232447e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.00528465e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.51207566e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 3.55026645e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.90678162e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.00090016e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 8.41127784e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 8.44780104e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 6.63407126e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.25218683e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 7.39316871e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 6.05759562e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 3.75144431e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.06190255e+10] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.13849962e+10] - --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 - 2.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 6.0026892e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.24334017e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 5.23628747e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 7.52275634e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 6.78877408e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 6.59121918e+09] - --- Actual line: [1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 - 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 - 7.4673676e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 5.33623625e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.09659584e+10] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.14148736e+10] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.02305583e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 9.96979153e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.12744259e+09] - --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 - 1.0475526e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 7.50401465e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 9.27721238e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.52893013e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.40716958e+09] - --- Actual line: [2.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 - 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 - 6.7438614e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 7.54386759e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 9.68157306e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.56374711e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.33840126e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00172497e+10] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 9.15239656e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 9.11651822e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.88675607e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 9.94520194e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 2.11718626e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 6.25433895e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 9.44242481e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.14787541e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 3.62984312e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 8.73782166e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.28181103e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 8.47996608e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 9.25865916e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.73079416e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.05755981e+10] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.44173265e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 7.52439786e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.13216989e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 7.96463701e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 8.99312925e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 0.00000000e+00 1.00000000e+00 6.61152654e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.48757602e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 8.31448716e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 7.51450299e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 8.54751994e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.56767392e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.20556016e+09] - --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 5.54972834e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.80426894e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 2.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 5.32850216e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 4.34357694e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 9.91070455e+09] - --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.12451407e+10] - --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 7.54910694e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 - 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.06044989e+10] - --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 - 1.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 - 7.7934426e+09] - --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 1.00000000e+00 1.00000000e+00 9.12175722e+09] - --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 - 0.00000000e+00 0.00000000e+00 6.23849777e+09] - --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 - 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 - 1.00000000e+00 0.00000000e+00 5.24658972e+09] - --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 - 1.00000000e+00 0.00000000e+00 1.15282945e+10] ---- Size of X after removing duplicates: 191 ---- Number of duplicates points removed : 22 -*** Ratio energy by wokload : [8236960890.90969, 6957102505.948323, 7192278369.94203, 11285968381.230984, 8096707069.234942, 994906080.8659663, 3998672440.749671, 6501654671.113798, 6532788063.289651, 8964027358.211496, 8321129010.784183, 7249844128.351241, 7650055845.407672, 9340120487.55429, 6806147312.252427, 0.08333333333333333, 1010122436.9405816, 2075033200.5312083, 5377240292.736961, 3307720550.5370083, 5789616901.049658, 7665772326.561901, 5072151352.996373, 5822958761.806049, 4149980287.5936337, 6473246073.976255, 8224428196.629629, 997516184.7000968, 1014996574.3865615, 2083511299.9235353, 1998856653.9939156, 2905397356.669485, 2991522026.5766816, 5058399218.983161, 5026691733.102776, 5947637003.818383, 5065035050.042546, 5326600510.288329, 3742206854.226074, 4062233415.93208, 5236095548.271565, 3139835723.7949314, 2780233650.836016, 7043096708.760907, 8950387999.31977, 5363512027.675722, 9185604320.908272, 4533975344.242078, 9820095844.135439, 7854719115.244439, 6336774201.724871, 4969363871.73078, 10870309597.28764, 3845281263.097989, 3839950848.6291375, 4153496621.1304984, 6443423519.784533, 6519117311.516021, 6448575832.027497, 6539495281.754154, 3145168392.3157244, 3452478361.591869, 5724131219.984087, 9166575000.916658, 6540008502.011052, 7245431755.278297, 3321398441.599851, 5549420363.04308, 9229945635.620207, 7263008047.412917, 4385426351.149858, 5040602049.508794, 7144898542.440698, 5821399464.43125, 4809102669.532892, 8795770993.306417, 8367150566.874451, 8895689149.038376, 7282684688.88371, 8622547962.923044, 7849108733.703288, 11468876336.840899, 6807769026.0124855, 8336042547.16116, 7878296082.123358, 4197888462.103562, 6788174999.151478, 9607255399.277534, 10558457958.332102, 8871225293.637558, 6657080470.788732, 5194211570.625695, 6806981239.9597025, 4244013818.5089927, 7487495881.877265, 8782098570.274353, 9750580159.519491, 5162462701.2069845, 4242843383.922169, 9571301409.852697, 8376542330.856669, 9479212087.891254, 5449442794.474265, 7529950377.627011, 10578920865.440357, 6670179627.937381, 9413093613.215984, 6681499595.769274, 8384408354.2244835, 10534122128.398308, 5256269415.345153, 9521179864.608822, 4292324465.390988, 6005284650.492433, 7512075661.626064, 3550266447.4968843, 8906781623.528154, 5000900162.029165, 8411277841.329655, 8447801037.389967, 6634071263.19351, 8252186829.509821, 7393168712.11001, 6057595619.146848, 3751444306.0578322, 10619025470.794495, 11384996168.94879, 6002689204.763734, 9243340173.405062, 5236287472.182222, 7522756337.9222145, 6788774083.176061, 6591219177.81132, 7467367603.572389, 5336236245.851076, 10965958375.4152, 11414873580.275099, 5023055826.242454, 9969791531.659073, 5127442585.46165, 1047552602.8539523, 7504014647.836593, 9277212383.22309, 8528930131.004368, 4407169583.478402, 6743861400.160503, 7543867590.03606, 9681573061.991112, 6563747111.951271, 5338401255.591975, 10017249703.99027, 9152396555.037937, 9116518219.361662, 8886756067.432705, 9945201937.325336, 2117186259.461176, 6254338947.644929, 9442424814.692413, 9147875405.936972, 3629843118.1804323, 8737821661.059898, 5281811027.365063, 8479966080.135679, 9258659160.980307, 4730794158.415373, 10575598076.510221, 5441732647.675019, 7524397860.061248, 9132169894.888725, 7964637011.668193, 8993129249.25357, 6611526535.36175, 9487576019.202854, 8314487162.431821, 7514502990.77219, 8547519937.090253, 7567673924.06596, 9205560158.335634, 5549728340.797718, 7804268935.107504, 5328502158.043374, 4343576935.606472, 9910704551.9866, 11245140693.577787, 7549106940.648921, 10604498852.593224, 7793442597.398549, 9121757215.309958, 6238497769.737048, 5246589716.684155, 11528294469.531294] ----> getting userfriendly values from X values ----> getting userfriendly values from X values -Train set Configurations : [[1. 1. 1. ... 1. 0. 0.] - [1. 1. 1. ... 0. 0. 0.] - [0. 1. 0. ... 1. 0. 0.] - ... - [2. 0. 1. ... 0. 0. 0.] - [0. 0. 0. ... 0. 0. 0.] - [0. 1. 1. ... 1. 1. 0.]] -Train set energy by workload : [7.54910694e+09 5.02305583e+09 4.40716958e+09 9.14787541e+09 - 8.62254796e+09 5.04060205e+09 1.13849962e+10 1.04755260e+09 - 1.12451407e+10 8.52893013e+09 9.11651822e+09 7.80426894e+09 - 3.55026645e+09 5.06503505e+09 9.25865916e+09 4.24284338e+09 - 5.72413122e+09 8.23696089e+09 9.97516185e+08 5.33840126e+09 - 7.48749588e+09 7.51207566e+09 5.78961690e+09 1.00172497e+10 - 8.54751994e+09 6.74386140e+09 8.89568915e+09 1.99885665e+09 - 7.54386759e+09 2.07503320e+09 6.53949528e+09 9.48757602e+09 - 7.50401465e+09 6.25433895e+09 9.91070455e+09 9.94520194e+09 - 4.24401382e+09 6.00528465e+09 7.66577233e+09 4.15349662e+09 - 1.01012244e+09 5.12744259e+09 5.19421157e+09 9.57130141e+09 - 8.31448716e+09 6.23849777e+09 4.80910267e+09 6.63407126e+09 - 8.88675607e+09 9.96979153e+09 9.12175722e+09 9.60725540e+09 - 6.65708047e+09 7.87829608e+09 5.37724029e+09 5.16246270e+09 - 9.47921209e+09 6.78877408e+09 3.45247836e+09 1.14688763e+10 - 5.33623625e+09 9.22994564e+09 6.95710251e+09 6.80776903e+09 - 6.44342352e+09 3.30772055e+09 6.78817500e+09 4.38542635e+09 - 3.14516839e+09 5.02669173e+09 5.23609555e+09 8.36715057e+09 - 8.22442820e+09 2.99152203e+09 7.79344260e+09 9.75058016e+09 - 8.33604255e+09 5.25626942e+09 6.67017963e+09 5.82139946e+09 - 5.00090016e+09 9.68157306e+09 5.24658972e+09 1.14148736e+10 - 4.06223342e+09 7.85471912e+09 4.34357694e+09 6.59121918e+09 - 6.33677420e+09 1.08703096e+10 7.84910873e+09 7.56767392e+09 - 8.25218683e+09 5.32850216e+09 9.18560432e+09 1.05584580e+10 - 7.26300805e+09 5.54942036e+09 7.51450299e+09 6.44857583e+09 - 5.05839922e+09 3.74220685e+09 7.52995038e+09 4.96936387e+09 - 6.68149960e+09 8.09670707e+09 5.44944279e+09 7.52439786e+09 - 5.32660051e+09 8.90678162e+09 3.75144431e+09 6.56374711e+09 - 2.90539736e+09 9.16657500e+09 4.53397534e+09 1.06044989e+10 - 8.78209857e+09 9.20556016e+09 8.47996608e+09 6.50165467e+09 - 1.05789209e+10 8.79577099e+09 7.04309671e+09 5.07215135e+09 - 7.14489854e+09 8.33333333e-02 9.13216989e+09] -Test set Configurations : [[2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0.0, 1, 0, 0, 0, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 0, 1, 2.0, 1, 0, 1, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [1.0, 0, 1, 1, 1, 2.0, 1, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 1, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 0.0, 1, 0, 1, 1]] -Test set energy by workload : [5822958761.806049, 6057595619.146848, 5947637003.818383, 8321129010.784183, 9820095844.135439, 7192278369.94203, 7522756337.9222145, 2083511299.9235353, 8871225293.637558, 3629843118.1804323, 5281811027.365063, 6002689204.763734, 7650055845.407672, 6806147312.252427, 9413093613.215984, 11285968381.230984, 3998672440.749671, 6473246073.976255, 6519117311.516021, 7245431755.278297, 3845281263.097989, 10619025470.794495, 5363512027.675722, 8411277841.329655, 7964637011.668193, 3321398441.599851, 8964027358.211496, 8950387999.31977, 4292324465.390988, 9340120487.55429, 10575598076.510221, 8384408354.2244835, 9243340173.405062, 9277212383.22309, 7393168712.11001, 9152396555.037937, 2117186259.461176, 9442424814.692413, 8376542330.856669, 6806981239.9597025, 5441732647.675019, 3139835723.7949314, 6540008502.011052, 10534122128.398308, 994906080.8659663, 3839950848.6291375, 8447801037.389967, 7249844128.351241, 5549728340.797718, 4149980287.5936337, 4197888462.103562, 11528294469.531294, 6532788063.289651, 4730794158.415373, 6611526535.36175, 1014996574.3865615, 5236287472.182222, 8737821661.059898, 2780233650.836016, 10965958375.4152, 7467367603.572389, 7282684688.88371, 9521179864.608822, 8993129249.25357] -Train set Configurations in user friendly mode : ['2200-3300', '2200-1000', '1000-0100', '0002-3330', '1111-0101', '0220-0020', '0022-1111', '0300-0000', '2002-1111', '3003-0220', '0002-0111', '3330-2000', '0300-0010', '2200-2000', '0022-3300', '0200-0100', '0000-2200', '0303-1010', '1000-0000', '1100-3000', '0110-1001', '0202-0200', '0000-3300', '0020-1111', '0333-3000', '0030-2200', '0202-1001', '2200-0000', '0202-0001', '3300-0000', '2000-2200', '1001-3330', '3030-0110', '0111-0001', '1101-1110', '0000-1111', '0020-2000', '2020-1000', '0000-3330', '2000-2000', '3000-0000', '0330-0300', '0110-0010', '2220-3330', '0200-1110', '1110-1000', '0030-2000', '0010-0011', '1011-0330', '0222-1000', '0330-1011', '0333-0011', '0010-0101', '0101-0330', '3330-0000', '0110-0100', '2220-2220', '3000-0011', '0000-2000', '2222-2200', '2020-0030', '3330-2220', '0033-3000', '1011-0100', '3000-1100', '0000-3000', '1101-2000', '0001-0200', '0000-1000', '3300-2000', '1001-2000', '0101-2020', '3000-3330', '2220-0000', '1011-0002', '0222-0300', '0033-2200', '0003-0001', '0020-1100', '0110-0020', '1010-2000', '3333-0001', '3030-0010', '0222-2220', '1000-1000', '0330-0111', '0200-1000', '2000-1001', '0001-1100', '2022-2220', '0011-2200', '2020-1100', '2220-0330', '0003-0030', '0101-2220', '1011-3330', '2002-2000', '0101-0200', '3300-0101', '1000-1100', '3300-1000', '3000-2000', '2020-3030', '0002-0020', '0111-2000', '3000-1110', '0002-3000', '1100-0110', '3000-1000', '0200-3330', '0200-0010', '1000-2200', '1110-0000', '1001-2220', '0001-0020', '0022-2220', '1011-2200', '2002-0220', '0303-1001', '1000-1010', '2022-2200', '2002-1001', '1001-0002', '3300-3000', '0303-1000', '0000-0000', '1100-3330'] -Test set Configurations in user friendly mode : ['3330-3000', '3330-0030', '1100-1000', '3303-0001', '3330-1111', '0303-0100', '1100-1001', '1100-0000', '1011-3030', '3000-0001', '0220-2000', '2220-0300', '0011-1100', '0003-1001', '1110-3330', '2222-0220', '0020-0010', '3000-3300', '3000-2200', '2002-0100', '1000-0030', '2022-0330', '0303-0000', '0033-0011', '1001-3030', '0000-0001', '0011-0111', '2002-0101', '0100-3000', '3303-1010', '0222-3300', '0033-0220', '0001-0220', '1100-1011', '2002-0010', '3030-1101', '3030-0000', '1111-3300', '0020-2220', '0011-3000', '3030-2000', '0111-0000', '0200-1100', '2022-1001', '0030-0000', '0010-2000', '3030-1001', '0022-0030', '0110-0300', '3000-3000', '0100-0200', '0222-1110', '0010-3300', '0002-1000', '0330-0002', '2000-0000', '1100-0020', '1011-0011', '0011-0000', '1111-3330', '2020-0220', '0220-1001', '3033-1010', '0100-1011'] -Size of X_train: 127 -Size of X_test: 64 - ***** Training the datas ***** - **** Predicted y test = [6.56733295e+09 5.94663458e+09 4.66136113e+09 7.77591881e+09 - 1.10031560e+10 6.43480515e+09 6.93288161e+09 2.17330603e+09 - 8.54553633e+09 4.45555257e+09 6.05329871e+09 6.91594304e+09 - 7.64913862e+09 7.59543788e+09 9.47733420e+09 1.05015746e+10 - 4.38021573e+09 6.40627822e+09 6.48368285e+09 6.39494094e+09 - 4.53029573e+09 9.70260895e+09 4.55741949e+09 8.41671820e+09 - 7.61537620e+09 3.30872057e+09 9.24411752e+09 8.61467178e+09 - 4.49766940e+09 9.13588595e+09 1.01513525e+10 8.38947102e+09 - 6.93192976e+09 8.89847450e+09 6.13165682e+09 9.37115185e+09 - 3.60201769e+09 9.82593536e+09 8.55490922e+09 6.25277957e+09 - 5.87724432e+09 4.86623286e+09 6.50343405e+09 1.00215279e+10 - 2.43957535e+09 4.44723810e+09 7.94141114e+09 6.76544468e+09 - 5.83866718e+09 4.29292083e+09 4.40417971e+09 1.10610531e+10 - 6.60547374e+09 5.41699170e+09 5.76546806e+09 1.80828514e+09 - 4.88693648e+09 8.63266446e+09 3.75850842e+09 1.09471924e+10 - 7.72038643e+09 7.98705180e+09 9.64942614e+09 8.34605795e+09] -Start computin r squared, result = -column mean vector= [6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345] - diff with mean vector [-1.04071898e+09 -8.06082122e+08 -9.16040738e+08 1.45745127e+09 - 2.95641810e+09 3.28600629e+08 6.59078597e+08 -4.78016644e+09 - 2.00754755e+09 -3.23383462e+09 -1.58186671e+09 -8.60988537e+08 - 7.86378104e+08 -5.75304291e+07 2.54941587e+09 4.42229064e+09 - -2.86500530e+09 -3.90431667e+08 -3.44560430e+08 3.81754014e+08 - -3.01839648e+09 3.75534773e+09 -1.50016571e+09 1.54760010e+09 - 1.10095927e+09 -3.54227930e+09 2.10034962e+09 2.08671026e+09 - -2.57135328e+09 2.47644275e+09 3.71192034e+09 1.52073061e+09 - 2.37966243e+09 2.41353464e+09 5.29490971e+08 2.28871881e+09 - -4.74649148e+09 2.57874707e+09 1.51286459e+09 -5.66965014e+07 - -1.42194509e+09 -3.72384202e+09 -3.23669239e+08 3.67044439e+09 - -5.86877166e+09 -3.02372689e+09 1.58412330e+09 3.86166387e+08 - -1.31394940e+09 -2.71369745e+09 -2.66578928e+09 4.66461673e+09 - -3.30889678e+08 -2.13288358e+09 -2.52151206e+08 -5.84868117e+09 - -1.62739027e+09 1.87414392e+09 -4.08344409e+09 4.10228063e+09 - 6.03689862e+08 4.19006948e+08 2.65750212e+09 2.12945151e+09] - diff with mean vector squared [1.08309599e+18 6.49768388e+17 8.39130633e+17 2.12416420e+18 - 8.74040800e+18 1.07978373e+17 4.34384596e+17 2.28499912e+19 - 4.03024717e+18 1.04576864e+19 2.50230230e+18 7.41301260e+17 - 6.18390523e+17 3.30975027e+15 6.49952129e+18 1.95566545e+19 - 8.20825537e+18 1.52436887e+17 1.18721890e+17 1.45736127e+17 - 9.11071730e+18 1.41026366e+19 2.25049717e+18 2.39506607e+18 - 1.21211131e+18 1.25477426e+19 4.41146851e+18 4.35435970e+18 - 6.61185767e+18 6.13276868e+18 1.37783526e+19 2.31262160e+18 - 5.66279329e+18 5.82514947e+18 2.80360688e+17 5.23823381e+18 - 2.25291814e+19 6.64993647e+18 2.28875927e+18 3.21449327e+15 - 2.02192785e+18 1.38669994e+19 1.04761776e+17 1.34721620e+19 - 3.44424808e+19 9.14292432e+18 2.50944662e+18 1.49124478e+17 - 1.72646303e+18 7.36415387e+18 7.10643248e+18 2.17586492e+19 - 1.09487979e+17 4.54919238e+18 6.35802307e+16 3.42070714e+19 - 2.64839909e+18 3.51241543e+18 1.66745156e+19 1.68287064e+19 - 3.64441450e+17 1.75566822e+17 7.06231754e+18 4.53456372e+18] - diff with predicted vector [-7.44374184e+08 1.10961042e+08 1.28627588e+09 5.45210204e+08 - -1.18306015e+09 7.57473221e+08 5.89874725e+08 -8.97947279e+07 - 3.25688968e+08 -8.25709455e+08 -7.71487680e+08 -9.13253834e+08 - 9.17222915e+05 -7.89290567e+08 -6.42405900e+07 7.84393799e+08 - -3.81543285e+08 6.69678571e+07 3.54344655e+07 8.50490810e+08 - -6.85014463e+08 9.16416523e+08 8.06092539e+08 -5.44035924e+06 - 3.49260809e+08 1.26778742e+07 -2.80090162e+08 3.35716217e+08 - -2.05344938e+08 2.04234540e+08 4.24245555e+08 -5.06266216e+06 - 2.31141041e+09 3.78737884e+08 1.26151189e+09 -2.18755293e+08 - -1.48483143e+09 -3.83510545e+08 -1.78366884e+08 5.54201669e+08 - -4.35511677e+08 -1.72639713e+09 3.65744557e+07 5.12594265e+08 - -1.44466927e+09 -6.07287253e+08 5.06389899e+08 4.84399444e+08 - -2.88938841e+08 -1.42940542e+08 -2.06291244e+08 4.67241322e+08 - -7.26856746e+07 -6.86197538e+08 8.46058472e+08 -7.93288570e+08 - 3.49350994e+08 1.05157198e+08 -9.78274771e+08 1.87660027e+07 - -2.53018822e+08 -7.04367116e+08 -1.28246276e+08 6.47071294e+08] - diff with predicted vector squared [5.54092925e+17 1.23123529e+16 1.65450563e+18 2.97254166e+17 - 1.39963132e+18 5.73765681e+17 3.47952191e+17 8.06309315e+15 - 1.06073304e+17 6.81796104e+17 5.95193240e+17 8.34032565e+17 - 8.41297875e+11 6.22979600e+17 4.12685341e+15 6.15273631e+17 - 1.45575279e+17 4.48469388e+15 1.25560135e+15 7.23334619e+17 - 4.69244814e+17 8.39819243e+17 6.49785182e+17 2.95975086e+13 - 1.21983113e+17 1.60728494e+14 7.84504986e+16 1.12705379e+17 - 4.21665435e+16 4.17117472e+16 1.79984291e+17 2.56305482e+13 - 5.34261811e+18 1.43442385e+17 1.59141225e+18 4.78538781e+16 - 2.20472437e+18 1.47080338e+17 3.18147455e+16 3.07139490e+17 - 1.89670421e+17 2.98044706e+18 1.33769081e+15 2.62752881e+17 - 2.08706930e+18 3.68797808e+17 2.56430730e+17 2.34642821e+17 - 8.34856536e+16 2.04319985e+16 4.25560774e+16 2.18314453e+17 - 5.28320729e+15 4.70867062e+17 7.15814939e+17 6.29306755e+17 - 1.22046117e+17 1.10580363e+16 9.57021528e+17 3.52162859e+14 - 6.40185245e+16 4.96133034e+17 1.64471072e+16 4.18701260e+17] -End computing r squared, result = 0.9237201060264895 - Kernel ridge R2 score = 0.9237201060264895 -printing plots -Start computin r squared, result = -column mean vector= [6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 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-3.72384202e+09 -3.23669239e+08 3.67044439e+09 - -5.86877166e+09 -3.02372689e+09 1.58412330e+09 3.86166387e+08 - -1.31394940e+09 -2.71369745e+09 -2.66578928e+09 4.66461673e+09 - -3.30889678e+08 -2.13288358e+09 -2.52151206e+08 -5.84868117e+09 - -1.62739027e+09 1.87414392e+09 -4.08344409e+09 4.10228063e+09 - 6.03689862e+08 4.19006948e+08 2.65750212e+09 2.12945151e+09] - diff with mean vector squared [1.08309599e+18 6.49768388e+17 8.39130633e+17 2.12416420e+18 - 8.74040800e+18 1.07978373e+17 4.34384596e+17 2.28499912e+19 - 4.03024717e+18 1.04576864e+19 2.50230230e+18 7.41301260e+17 - 6.18390523e+17 3.30975027e+15 6.49952129e+18 1.95566545e+19 - 8.20825537e+18 1.52436887e+17 1.18721890e+17 1.45736127e+17 - 9.11071730e+18 1.41026366e+19 2.25049717e+18 2.39506607e+18 - 1.21211131e+18 1.25477426e+19 4.41146851e+18 4.35435970e+18 - 6.61185767e+18 6.13276868e+18 1.37783526e+19 2.31262160e+18 - 5.66279329e+18 5.82514947e+18 2.80360688e+17 5.23823381e+18 - 2.25291814e+19 6.64993647e+18 2.28875927e+18 3.21449327e+15 - 2.02192785e+18 1.38669994e+19 1.04761776e+17 1.34721620e+19 - 3.44424808e+19 9.14292432e+18 2.50944662e+18 1.49124478e+17 - 1.72646303e+18 7.36415387e+18 7.10643248e+18 2.17586492e+19 - 1.09487979e+17 4.54919238e+18 6.35802307e+16 3.42070714e+19 - 2.64839909e+18 3.51241543e+18 1.66745156e+19 1.68287064e+19 - 3.64441450e+17 1.75566822e+17 7.06231754e+18 4.53456372e+18] - diff with predicted vector [-7.44374184e+08 1.10961042e+08 1.28627588e+09 5.45210204e+08 - -1.18306015e+09 7.57473221e+08 5.89874725e+08 -8.97947279e+07 - 3.25688968e+08 -8.25709455e+08 -7.71487680e+08 -9.13253834e+08 - 9.17222915e+05 -7.89290567e+08 -6.42405900e+07 7.84393799e+08 - -3.81543285e+08 6.69678571e+07 3.54344655e+07 8.50490810e+08 - -6.85014463e+08 9.16416523e+08 8.06092539e+08 -5.44035924e+06 - 3.49260809e+08 1.26778742e+07 -2.80090162e+08 3.35716217e+08 - -2.05344938e+08 2.04234540e+08 4.24245555e+08 -5.06266216e+06 - 2.31141041e+09 3.78737884e+08 1.26151189e+09 -2.18755293e+08 - -1.48483143e+09 -3.83510545e+08 -1.78366884e+08 5.54201669e+08 - -4.35511677e+08 -1.72639713e+09 3.65744557e+07 5.12594265e+08 - -1.44466927e+09 -6.07287253e+08 5.06389899e+08 4.84399444e+08 - -2.88938841e+08 -1.42940542e+08 -2.06291244e+08 4.67241322e+08 - -7.26856746e+07 -6.86197538e+08 8.46058472e+08 -7.93288570e+08 - 3.49350994e+08 1.05157198e+08 -9.78274771e+08 1.87660027e+07 - -2.53018822e+08 -7.04367116e+08 -1.28246276e+08 6.47071294e+08] - diff with predicted vector squared [5.54092925e+17 1.23123529e+16 1.65450563e+18 2.97254166e+17 - 1.39963132e+18 5.73765681e+17 3.47952191e+17 8.06309315e+15 - 1.06073304e+17 6.81796104e+17 5.95193240e+17 8.34032565e+17 - 8.41297875e+11 6.22979600e+17 4.12685341e+15 6.15273631e+17 - 1.45575279e+17 4.48469388e+15 1.25560135e+15 7.23334619e+17 - 4.69244814e+17 8.39819243e+17 6.49785182e+17 2.95975086e+13 - 1.21983113e+17 1.60728494e+14 7.84504986e+16 1.12705379e+17 - 4.21665435e+16 4.17117472e+16 1.79984291e+17 2.56305482e+13 - 5.34261811e+18 1.43442385e+17 1.59141225e+18 4.78538781e+16 - 2.20472437e+18 1.47080338e+17 3.18147455e+16 3.07139490e+17 - 1.89670421e+17 2.98044706e+18 1.33769081e+15 2.62752881e+17 - 2.08706930e+18 3.68797808e+17 2.56430730e+17 2.34642821e+17 - 8.34856536e+16 2.04319985e+16 4.25560774e+16 2.18314453e+17 - 5.28320729e+15 4.70867062e+17 7.15814939e+17 6.29306755e+17 - 1.22046117e+17 1.10580363e+16 9.57021528e+17 3.52162859e+14 - 6.40185245e+16 4.96133034e+17 1.64471072e+16 4.18701260e+17] -End computing r squared, result = 0.9237201060264895 -Start computin r squared, result = -column mean vector= [6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 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2.95641810e+09 3.28600629e+08 6.59078597e+08 -4.78016644e+09 - 2.00754755e+09 -3.23383462e+09 -1.58186671e+09 -8.60988537e+08 - 7.86378104e+08 -5.75304291e+07 2.54941587e+09 4.42229064e+09 - -2.86500530e+09 -3.90431667e+08 -3.44560430e+08 3.81754014e+08 - -3.01839648e+09 3.75534773e+09 -1.50016571e+09 1.54760010e+09 - 1.10095927e+09 -3.54227930e+09 2.10034962e+09 2.08671026e+09 - -2.57135328e+09 2.47644275e+09 3.71192034e+09 1.52073061e+09 - 2.37966243e+09 2.41353464e+09 5.29490971e+08 2.28871881e+09 - -4.74649148e+09 2.57874707e+09 1.51286459e+09 -5.66965014e+07 - -1.42194509e+09 -3.72384202e+09 -3.23669239e+08 3.67044439e+09 - -5.86877166e+09 -3.02372689e+09 1.58412330e+09 3.86166387e+08 - -1.31394940e+09 -2.71369745e+09 -2.66578928e+09 4.66461673e+09 - -3.30889678e+08 -2.13288358e+09 -2.52151206e+08 -5.84868117e+09 - -1.62739027e+09 1.87414392e+09 -4.08344409e+09 4.10228063e+09 - 6.03689862e+08 4.19006948e+08 2.65750212e+09 2.12945151e+09] - diff with mean vector squared [1.08309599e+18 6.49768388e+17 8.39130633e+17 2.12416420e+18 - 8.74040800e+18 1.07978373e+17 4.34384596e+17 2.28499912e+19 - 4.03024717e+18 1.04576864e+19 2.50230230e+18 7.41301260e+17 - 6.18390523e+17 3.30975027e+15 6.49952129e+18 1.95566545e+19 - 8.20825537e+18 1.52436887e+17 1.18721890e+17 1.45736127e+17 - 9.11071730e+18 1.41026366e+19 2.25049717e+18 2.39506607e+18 - 1.21211131e+18 1.25477426e+19 4.41146851e+18 4.35435970e+18 - 6.61185767e+18 6.13276868e+18 1.37783526e+19 2.31262160e+18 - 5.66279329e+18 5.82514947e+18 2.80360688e+17 5.23823381e+18 - 2.25291814e+19 6.64993647e+18 2.28875927e+18 3.21449327e+15 - 2.02192785e+18 1.38669994e+19 1.04761776e+17 1.34721620e+19 - 3.44424808e+19 9.14292432e+18 2.50944662e+18 1.49124478e+17 - 1.72646303e+18 7.36415387e+18 7.10643248e+18 2.17586492e+19 - 1.09487979e+17 4.54919238e+18 6.35802307e+16 3.42070714e+19 - 2.64839909e+18 3.51241543e+18 1.66745156e+19 1.68287064e+19 - 3.64441450e+17 1.75566822e+17 7.06231754e+18 4.53456372e+18] - diff with predicted vector [-7.44374184e+08 1.10961042e+08 1.28627588e+09 5.45210204e+08 - -1.18306015e+09 7.57473221e+08 5.89874725e+08 -8.97947279e+07 - 3.25688968e+08 -8.25709455e+08 -7.71487680e+08 -9.13253834e+08 - 9.17222915e+05 -7.89290567e+08 -6.42405900e+07 7.84393799e+08 - -3.81543285e+08 6.69678571e+07 3.54344655e+07 8.50490810e+08 - -6.85014463e+08 9.16416523e+08 8.06092539e+08 -5.44035924e+06 - 3.49260809e+08 1.26778742e+07 -2.80090162e+08 3.35716217e+08 - -2.05344938e+08 2.04234540e+08 4.24245555e+08 -5.06266216e+06 - 2.31141041e+09 3.78737884e+08 1.26151189e+09 -2.18755293e+08 - -1.48483143e+09 -3.83510545e+08 -1.78366884e+08 5.54201669e+08 - -4.35511677e+08 -1.72639713e+09 3.65744557e+07 5.12594265e+08 - -1.44466927e+09 -6.07287253e+08 5.06389899e+08 4.84399444e+08 - -2.88938841e+08 -1.42940542e+08 -2.06291244e+08 4.67241322e+08 - -7.26856746e+07 -6.86197538e+08 8.46058472e+08 -7.93288570e+08 - 3.49350994e+08 1.05157198e+08 -9.78274771e+08 1.87660027e+07 - -2.53018822e+08 -7.04367116e+08 -1.28246276e+08 6.47071294e+08] - diff with predicted vector squared [5.54092925e+17 1.23123529e+16 1.65450563e+18 2.97254166e+17 - 1.39963132e+18 5.73765681e+17 3.47952191e+17 8.06309315e+15 - 1.06073304e+17 6.81796104e+17 5.95193240e+17 8.34032565e+17 - 8.41297875e+11 6.22979600e+17 4.12685341e+15 6.15273631e+17 - 1.45575279e+17 4.48469388e+15 1.25560135e+15 7.23334619e+17 - 4.69244814e+17 8.39819243e+17 6.49785182e+17 2.95975086e+13 - 1.21983113e+17 1.60728494e+14 7.84504986e+16 1.12705379e+17 - 4.21665435e+16 4.17117472e+16 1.79984291e+17 2.56305482e+13 - 5.34261811e+18 1.43442385e+17 1.59141225e+18 4.78538781e+16 - 2.20472437e+18 1.47080338e+17 3.18147455e+16 3.07139490e+17 - 1.89670421e+17 2.98044706e+18 1.33769081e+15 2.62752881e+17 - 2.08706930e+18 3.68797808e+17 2.56430730e+17 2.34642821e+17 - 8.34856536e+16 2.04319985e+16 4.25560774e+16 2.18314453e+17 - 5.28320729e+15 4.70867062e+17 7.15814939e+17 6.29306755e+17 - 1.22046117e+17 1.10580363e+16 9.57021528e+17 3.52162859e+14 - 6.40185245e+16 4.96133034e+17 1.64471072e+16 4.18701260e+17] -End computing r squared, result = 0.9237201060264895 -Start computin r squared, result = -column mean vector= [6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345, 6863677741.3372345] - diff with mean vector [-1.04071898e+09 -8.06082122e+08 -9.16040738e+08 1.45745127e+09 - 2.95641810e+09 3.28600629e+08 6.59078597e+08 -4.78016644e+09 - 2.00754755e+09 -3.23383462e+09 -1.58186671e+09 -8.60988537e+08 - 7.86378104e+08 -5.75304291e+07 2.54941587e+09 4.42229064e+09 - -2.86500530e+09 -3.90431667e+08 -3.44560430e+08 3.81754014e+08 - -3.01839648e+09 3.75534773e+09 -1.50016571e+09 1.54760010e+09 - 1.10095927e+09 -3.54227930e+09 2.10034962e+09 2.08671026e+09 - -2.57135328e+09 2.47644275e+09 3.71192034e+09 1.52073061e+09 - 2.37966243e+09 2.41353464e+09 5.29490971e+08 2.28871881e+09 - -4.74649148e+09 2.57874707e+09 1.51286459e+09 -5.66965014e+07 - -1.42194509e+09 -3.72384202e+09 -3.23669239e+08 3.67044439e+09 - -5.86877166e+09 -3.02372689e+09 1.58412330e+09 3.86166387e+08 - -1.31394940e+09 -2.71369745e+09 -2.66578928e+09 4.66461673e+09 - -3.30889678e+08 -2.13288358e+09 -2.52151206e+08 -5.84868117e+09 - -1.62739027e+09 1.87414392e+09 -4.08344409e+09 4.10228063e+09 - 6.03689862e+08 4.19006948e+08 2.65750212e+09 2.12945151e+09] - diff with mean vector squared [1.08309599e+18 6.49768388e+17 8.39130633e+17 2.12416420e+18 - 8.74040800e+18 1.07978373e+17 4.34384596e+17 2.28499912e+19 - 4.03024717e+18 1.04576864e+19 2.50230230e+18 7.41301260e+17 - 6.18390523e+17 3.30975027e+15 6.49952129e+18 1.95566545e+19 - 8.20825537e+18 1.52436887e+17 1.18721890e+17 1.45736127e+17 - 9.11071730e+18 1.41026366e+19 2.25049717e+18 2.39506607e+18 - 1.21211131e+18 1.25477426e+19 4.41146851e+18 4.35435970e+18 - 6.61185767e+18 6.13276868e+18 1.37783526e+19 2.31262160e+18 - 5.66279329e+18 5.82514947e+18 2.80360688e+17 5.23823381e+18 - 2.25291814e+19 6.64993647e+18 2.28875927e+18 3.21449327e+15 - 2.02192785e+18 1.38669994e+19 1.04761776e+17 1.34721620e+19 - 3.44424808e+19 9.14292432e+18 2.50944662e+18 1.49124478e+17 - 1.72646303e+18 7.36415387e+18 7.10643248e+18 2.17586492e+19 - 1.09487979e+17 4.54919238e+18 6.35802307e+16 3.42070714e+19 - 2.64839909e+18 3.51241543e+18 1.66745156e+19 1.68287064e+19 - 3.64441450e+17 1.75566822e+17 7.06231754e+18 4.53456372e+18] - diff with predicted vector [-7.44374184e+08 1.10961042e+08 1.28627588e+09 5.45210204e+08 - -1.18306015e+09 7.57473221e+08 5.89874725e+08 -8.97947279e+07 - 3.25688968e+08 -8.25709455e+08 -7.71487680e+08 -9.13253834e+08 - 9.17222915e+05 -7.89290567e+08 -6.42405900e+07 7.84393799e+08 - -3.81543285e+08 6.69678571e+07 3.54344655e+07 8.50490810e+08 - -6.85014463e+08 9.16416523e+08 8.06092539e+08 -5.44035924e+06 - 3.49260809e+08 1.26778742e+07 -2.80090162e+08 3.35716217e+08 - -2.05344938e+08 2.04234540e+08 4.24245555e+08 -5.06266216e+06 - 2.31141041e+09 3.78737884e+08 1.26151189e+09 -2.18755293e+08 - -1.48483143e+09 -3.83510545e+08 -1.78366884e+08 5.54201669e+08 - -4.35511677e+08 -1.72639713e+09 3.65744557e+07 5.12594265e+08 - -1.44466927e+09 -6.07287253e+08 5.06389899e+08 4.84399444e+08 - -2.88938841e+08 -1.42940542e+08 -2.06291244e+08 4.67241322e+08 - -7.26856746e+07 -6.86197538e+08 8.46058472e+08 -7.93288570e+08 - 3.49350994e+08 1.05157198e+08 -9.78274771e+08 1.87660027e+07 - -2.53018822e+08 -7.04367116e+08 -1.28246276e+08 6.47071294e+08] - diff with predicted vector squared [5.54092925e+17 1.23123529e+16 1.65450563e+18 2.97254166e+17 - 1.39963132e+18 5.73765681e+17 3.47952191e+17 8.06309315e+15 - 1.06073304e+17 6.81796104e+17 5.95193240e+17 8.34032565e+17 - 8.41297875e+11 6.22979600e+17 4.12685341e+15 6.15273631e+17 - 1.45575279e+17 4.48469388e+15 1.25560135e+15 7.23334619e+17 - 4.69244814e+17 8.39819243e+17 6.49785182e+17 2.95975086e+13 - 1.21983113e+17 1.60728494e+14 7.84504986e+16 1.12705379e+17 - 4.21665435e+16 4.17117472e+16 1.79984291e+17 2.56305482e+13 - 5.34261811e+18 1.43442385e+17 1.59141225e+18 4.78538781e+16 - 2.20472437e+18 1.47080338e+17 3.18147455e+16 3.07139490e+17 - 1.89670421e+17 2.98044706e+18 1.33769081e+15 2.62752881e+17 - 2.08706930e+18 3.68797808e+17 2.56430730e+17 2.34642821e+17 - 8.34856536e+16 2.04319985e+16 4.25560774e+16 2.18314453e+17 - 5.28320729e+15 4.70867062e+17 7.15814939e+17 6.29306755e+17 - 1.22046117e+17 1.10580363e+16 9.57021528e+17 3.52162859e+14 - 6.40185245e+16 4.96133034e+17 1.64471072e+16 4.18701260e+17] -End computing r squared, result = 0.9237201060264895 - R2 error = 0.9237201060264895 - --- Actual line: ['samsung_galaxy_s8', 'samsung_galaxy_s8_format', False, False, 1000, 0.049940597311979425, False, '----', 0, 1000000000.0, 1000000000.0, 1e-09, 1000, 0.1, 100, False, 0.9237201060264895, 10, 10, 'base_Y'] ---- Number of possible combinations 3072 ---- Four is NOT in configuration : (0, 0, 0) - --- converting (0, 0, 0) to base Y ( base 3 on 2 bits, 2 on 6 bits and 4 on 2 bits) - --- converting 0 in base 3 - --- result [0] - --- converting 0 in base 2 - --- result [0, 0, 0, 0, 0, 0] - --- converting 0 in base 4 - --- result [0, 0] - --- Result = [0, 0, 0, 0, 0, 0, 0, 0, 0] - --- Converting base Y number [0, 0, 0, 0, 0, 0, 0, 0, 0] to configuration notation - --- Result = [0, 0, 0, 0, 0, 0, 0, 0] ---- array format : [0, 0, 0, 0, 0, 0, 0, 0] ---- Considering a new special case configuration: [0, 0, 0] ---- Adding the representant: [0, 0, 0] ---- Four is NOT in configuration : (0, 0, 1) - --- converting (0, 0, 1) to base Y ( base 3 on 2 bits, 2 on 6 bits and 4 on 2 bits) - --- converting 0 in base 3 - --- result [0] - --- converting 0 in base 2 - --- result [0, 0, 0, 0, 0, 0] - --- converting 1 in base 4 - --- result [0, 1] - --- Result = [0, 0, 0, 0, 0, 0, 0, 0, 1] - --- Converting base Y number [0, 0, 0, 0, 0, 0, 0, 0, 1] to configuration notation - --- Result = [0, 0, 0, 0, 0, 0, 0, 1] ---- array format : [0, 0, 0, 0, 0, 0, 0, 1] ---- Considering a new special case configuration: [0, 0, 1] ---- Adding the representant: [0, 0, 1] ---- Four is NOT in configuration : (0, 0, 2) - --- converting (0, 0, 2) to base Y ( base 3 on 2 bits, 2 on 6 bits and 4 on 2 bits) - --- converting 0 in base 3 - --- result [0] - --- converting 0 in base 2 - --- result [0, 0, 0, 0, 0, 0] - --- converting 2 in base 4 - --- result [0, 2] - --- Result = [0, 0, 0, 0, 0, 0, 0, 0, 2] - --- Converting base Y number [0, 0, 0, 0, 0, 0, 0, 0, 2] to configuration notation - --- Result = [0, 0, 0, 0, 0, 0, 0, 2] ---- array format : [0, 0, 0, 0, 0, 0, 0, 2] ---- Considering a new special case configuration: [0, 0, 2] ---- Adding the representant: [0, 0, 2] ---- Four is NOT in configuration : (0, 0, 3) - --- converting (0, 0, 3) to base Y ( base 3 on 2 bits, 2 on 6 bits and 4 on 2 bits) - --- converting 0 in base 3 - --- result [0] - --- converting 0 in base 2 - --- result [0, 0, 0, 0, 0, 0] - --- converting 3 in base 4 - --- result [0, 3] - --- Result = [0, 0, 0, 0, 0, 0, 0, 0, 3] - --- Converting base Y number [0, 0, 0, 0, 0, 0, 0, 0, 3] to configuration notation - --- Result = [0, 0, 0, 0, 0, 0, 0, 3] ---- array format : [0, 0, 0, 0, 0, 0, 0, 3] ---- Considering a new special case configuration: [0, 0, 3] ---- Adding the representant: [0, 0, 3] ---- Four is NOT in configuration : (0, 0, 4) - --- converting (0, 0, 4) to base Y ( base 3 on 2 bits, 2 on 6 bits and 4 on 2 bits) - --- converting 0 in base 3 - --- result [0] - --- converting 0 in base 2 - --- result [0, 0, 0, 0, 0, 0] - --- converting 4 in base 4 - --- appending 0 to result - --- appending 1 to result - --- result [1, 0] - --- Result = [0, 0, 0, 0, 0, 0, 0, 1, 0] - --- Converting base Y number [0, 0, 0, 0, 0, 0, 0, 1, 0] to configuration notation - --- Result = [0, 0, 0, 0, 0, 0, 1, 0] ---- array format : [0, 0, 0, 0, 0, 0, 1, 0] ---- Considering a new special case configuration: [0, 0, 4] ---- Adding the representant: [0, 0, 4] ---- Four is NOT in configuration : (0, 0, 5) - --- converting (0, 0, 5) to base Y ( base 3 on 2 bits, 2 on 6 bits and 4 on 2 bits) - --- converting 0 in base 3 - --- result [0] - --- converting 0 in base 2 - --- result [0, 0, 0, 0, 0, 0] - --- converting 5 in base 4 - --- appending 1 to result - --- appending 1 to result - --- result [1, 1] - --- Result = [0, 0, 0, 0, 0, 0, 0, 1, 1] - --- Converting base Y number [0, 0, 0, 0, 0, 0, 0, 1, 1] to configuration notation - --- Result = [0, 0, 0, 0, 0, 0, 1, 1] ---- array format : [0, 0, 0, 0, 0, 0, 1, 1] ---- Considering a new special case configuration: [0, 0, 5] ---- Adding the representant: [0, 0, 5] ---- Four is NOT in configuration : (0, 0, 6) - --- converting (0, 0, 6) to base Y ( base 3 on 2 bits, 2 on 6 bits and 4 on 2 bits) - --- converting 0 in base 3 - --- result [0] - --- converting 0 in base 2 - --- result [0, 0, 0, 0, 0, 0] - --- converting 6 in base 4 - --- appending 2 to result - --- appending 1 to result - --- result [1, 2] - --- Result = [0, 0, 0, 0, 0, 0, 0, 1, 2] - --- Converting base Y number [0, 0, 0, 0, 0, 0, 0, 1, 2] to configuration notation - --- Result = [0, 0, 0, 0, 0, 0, 1, 2] ---- array format : [0, 0, 0, 0, 0, 0, 1, 2] ---- Considering a new special case configuration: [0, 0, 6] ---- Adding the representant: [0, 0, 6] ---- Four is NOT in configuration : (0, 0, 7) - --- converting (0, 0, 7) to base Y ( base 3 on 2 bits, 2 on 6 bits and 4 on 2 bits) - --- converting 0 in base 3 - --- result [0] - --- converting 0 in base 2 - --- result [0, 0, 0, 0, 0, 0] - --- converting 7 in base 4 - --- appending 3 to result - --- appending 1 to result - --- result [1, 3] - --- Result = [0, 0, 0, 0, 0, 0, 0, 1, 3] - --- Converting base Y number [0, 0, 0, 0, 0, 0, 0, 1, 3] to configuration notation - --- Result = [0, 0, 0, 0, 0, 0, 1, 3] ---- array format : [0, 0, 0, 0, 0, 0, 1, 3] ---- Considering a new special case configuration: [0, 0, 7] ---- Adding the representant: [0, 0, 7] ---- Four is NOT in configuration : (0, 0, 8) - --- converting (0, 0, 8) to base Y ( base 3 on 2 bits, 2 on 6 bits and 4 on 2 bits) - --- converting 0 in base 3 - --- result [0] - --- converting 0 in base 2 - --- result [0, 0, 0, 0, 0, 0] - --- converting 8 in base 4 - --- appending 0 to result - --- appending 2 to result - --- result [2, 0] - --- Result = [0, 0, 0, 0, 0, 0, 0, 2, 0] - --- Converting base Y number [0, 0, 0, 0, 0, 0, 0, 2, 0] to configuration notation - --- Result = [0, 0, 0, 0, 0, 0, 2, 0] ---- array format : [0, 0, 0, 0, 0, 0, 2, 0] ---- Considering a new special case configuration: [0, 0, 8] ---- Adding the representant: [0, 0, 8] ---- Four is NOT in configuration : (0, 0, 9) - --- converting (0, 0, 9) to base Y ( base 3 on 2 bits, 2 on 6 bits and 4 on 2 bits) - --- converting 0 in base 3 - --- result [0] - --- converting 0 in base 2 - --- result [0, 0, 0, 0, 0, 0] - --- converting 9 in base 4 - --- appending 1 to result - --- appending 2 to result - --- result [2, 1] - --- Result = [0, 0, 0, 0, 0, 0, 0, 2, 1] - --- Converting base Y number [0, 0, 0, 0, 0, 0, 0, 2, 1] to configuration notation - --- Result = [0, 0, 0, 0, 0, 0, 2, 1] ---- array format : [0, 0, 0, 0, 0, 0, 2, 1] ---- Considering a new special case configuration: [0, 0, 9] ---- Adding the representant: [0, 0, 9] ---- Four is NOT in configuration : (0, 0, 10) - --- converting (0, 0, 10) to base Y ( base 3 on 2 bits, 2 on 6 bits and 4 on 2 bits) - --- converting 0 in base 3 - --- result [0] - --- converting 0 in base 2 - --- result [0, 0, 0, 0, 0, 0] - --- converting 10 in base 4 - --- appending 2 to result - --- appending 2 to result - --- result [2, 2] - --- Result = [0, 0, 0, 0, 0, 0, 0, 2, 2] - --- Converting base Y number [0, 0, 0, 0, 0, 0, 0, 2, 2] to configuration notation - --- Result = [0, 0, 0, 0, 0, 0, 2, 2] ---- array format : [0, 0, 0, 0, 0, 0, 2, 2] ---- Considering a new special case configuration: [0, 0, 10] ---- Adding the representant: [0, 0, 10] ---- Four is NOT in configuration : (0, 0, 11) - --- converting (0, 0, 11) to base Y ( base 3 on 2 bits, 2 on 6 bits and 4 on 2 bits) - --- converting 0 in base 3 - --- result [0] - --- converting 0 in base 2 - --- result [0, 0, 0, 0, 0, 0] - --- converting 11 in base 4 - --- appending 3 to result - --- appending 2 to result - --- result [2, 3] - --- Result = [0, 0, 0, 0, 0, 0, 0, 2, 3] - --- Converting base Y number [0, 0, 0, 0, 0, 0, 0, 2, 3] to configuration notation - --- Result = [0, 0, 0, 0, 0, 0, 2, 3] ---- array format : [0, 0, 0, 0, 0, 0, 2, 3] ---- Considering a new special case configuration: [0, 0, 11] ---- Adding the representant: [0, 0, 11] ---- Four is NOT in configuration : (0, 0, 12) - --- converting (0, 0, 12) to base Y ( base 3 on 2 bits, 2 on 6 bits and 4 on 2 bits) - --- converting 0 in base 3 - --- result [0] - --- converting 0 in base 2 - --- result [0, 0, 0, 0, 0, 0] - --- converting 12 in base 4 - --- appending 0 to result - --- appending 3 to result - --- result [3, 0] - --- Result = [0, 0, 0, 0, 0, 0, 0, 3, 0] - --- Converting base Y number [0, 0, 0, 0, 0, 0, 0, 3, 0] to configuration notation - --- Result = [0, 0, 0, 0, 0, 0, 3, 0] ---- array format : [0, 0, 0, 0, 0, 0, 3, 0] ---- Considering a new special case configuration: [0, 0, 12] ---- Adding the representant: [0, 0, 12] ---- Four is NOT in configuration : (0, 0, 13) - --- converting (0, 0, 13) to base Y ( base 3 on 2 bits, 2 on 6 bits and 4 on 2 bits) - --- converting 0 in base 3 - --- result [0] - --- converting 0 in base 2 - --- result [0, 0, 0, 0, 0, 0] - --- converting 13 in base 4 - --- appending 1 to result - --- appending 3 to result - --- result [3, 1] - --- Result = [0, 0, 0, 0, 0, 0, 0, 3, 1] - --- Converting base Y number [0, 0, 0, 0, 0, 0, 0, 3, 1] to configuration notation - --- Result = [0, 0, 0, 0, 0, 0, 3, 1] ---- array format : [0, 0, 0, 0, 0, 0, 3, 1] ---- Considering a new special case configuration: [0, 0, 13] ---- Adding the representant: [0, 0, 13] ---- Four is NOT in configuration : (0, 0, 14) - --- converting (0, 0, 14) to base Y ( base 3 on 2 bits, 2 on 6 bits and 4 on 2 bits) - --- converting 0 in base 3 - --- result [0] - --- converting 0 in base 2 - --- result [0, 0, 0, 0, 0, 0] - --- converting 14 in base 4 - --- appending 2 to result - --- appending 3 to result - --- result [3, 2] - --- Result = [0, 0, 0, 0, 0, 0, 0, 3, 2] - --- Converting base Y number [0, 0, 0, 0, 0, 0, 0, 3, 2] to configuration notation - --- Result = [0, 0, 0, 0, 0, 0, 3, 2] ---- array format : [0, 0, 0, 0, 0, 0, 3, 2] ---- Considering a new special case configuration: [0, 0, 14] ---- Adding the representant: [0, 0, 14] ---- Four is NOT in configuration : (0, 0, 15) - --- converting (0, 0, 15) to base Y ( base 3 on 2 bits, 2 on 6 bits and 4 on 2 bits) - --- converting 0 in base 3 - --- result [0] - --- converting 0 in base 2 - --- result [0, 0, 0, 0, 0, 0] - --- converting 15 in base 4 - --- appending 3 to result - --- appending 3 to result - --- result [3, 3] - --- Result = [0, 0, 0, 0, 0, 0, 0, 3, 3] - --- Converting base Y number [0, 0, 0, 0, 0, 0, 0, 3, 3] to configuration notation - --- Result = [0, 0, 0, 0, 0, 0, 3, 3] ---- array format : [0, 0, 0, 0, 0, 0, 3, 3] ---- Considering a new special case configuration: [0, 0, 15] ---- Adding the representant: [0, 0, 15] ---- Four is NOT in configuration : (0, 1, 0) - --- converting (0, 1, 0) to base Y ( base 3 on 2 bits, 2 on 6 bits and 4 on 2 bits) - --- converting 0 in base 3 - --- result [0] - --- converting 1 in base 2 - --- result [0, 0, 0, 0, 0, 1] - --- converting 0 in base 4 - --- result [0, 0] - --- Result = [0, 0, 0, 0, 0, 0, 1, 0, 0] - --- Converting base Y number [0, 0, 0, 0, 0, 0, 1, 0, 0] to configuration notation - --- Result = [0, 0, 0, 0, 0, 1, 0, 0] ---- array format : [0, 0, 0, 0, 0, 1, 0, 0] - --- We are not in the presence of a special case, we add configuration : (0, 1, 0) ---- Four is NOT in configuration : (0, 1, 1) - --- converting (0, 1, 1) to base Y ( base 3 on 2 bits, 2 on 6 bits and 4 on 2 bits) - --- converting 0 in base 3 - --- result [0] - --- converting 1 in base 2 - --- result [0, 0, 0, 0, 0, 1] - --- converting 1 in base 4 - --- result [0, 1] - --- Result = [0, 0, 0, 0, 0, 0, 1, 0, 1] - --- Converting base Y number [0, 0, 0, 0, 0, 0, 1, 0, 1] to configuration notation - --- Result = [0, 0, 0, 0, 0, 1, 0, 1] ---- array format : [0, 0, 0, 0, 0, 1, 0, 1] - --- We are not in the presence of a special case, we add configuration : (0, 1, 1) ---- Four is NOT in configuration : (0, 1, 2) - --- converting (0, 1, 2) to base Y ( base 3 on 2 bits, 2 on 6 bits and 4 on 2 bits) - --- converting 0 in base 3 - --- result [0] - --- converting 1 in base 2 - --- result [0, 0, 0, 0, 0, 1] - --- converting 2 in base 4 - --- result [0, 2] - --- Result = [0, 0, 0, 0, 0, 0, 1, 0, 2] - --- Converting base Y number [0, 0, 0, 0, 0, 0, 1, 0, 2] to configuration notation - --- Result = [0, 0, 0, 0, 0, 1, 0, 2] ---- array format : [0, 0, 0, 0, 0, 1, 0, 2] - --- We are not in the presence of a special case, we add configuration : (0, 1, 2) ---- Four is NOT in configuration : (0, 1, 3) - --- converting (0, 1, 3) to base Y ( base 3 on 2 bits, 2 on 6 bits and 4 on 2 bits) - --- converting 0 in base 3 - --- result [0] - --- converting 1 in base 2 - --- result [0, 0, 0, 0, 0, 1] - --- converting 3 in base 4 - --- result [0, 3] - --- Result = [0, 0, 0, 0, 0, 0, 1, 0, 3] - --- Converting base Y number [0, 0, 0, 0, 0, 0, 1, 0, 3] to configuration notation - --- Result = [0, 0, 0, 0, 0, 1, 0, 3] ---- array format : [0, 0, 0, 0, 0, 1, 0, 3] - --- We are not in the presence of a special case, we add configuration : (0, 1, 3) ---- Four is NOT in configuration : (0, 1, 4) - --- converting (0, 1, 4) to base Y ( base 3 on 2 bits, 2 on 6 bits and 4 on 2 bits) - --- converting 0 in base 3 - --- result [0] - --- converting 1 in base 2 - --- result [0, 0, 0, 0, 0, 1] - --- converting 4 in base 4 - --- appending 0 to result - --- appending 1 to result - --- result [1, 0] - --- Result = [0, 0, 0, 0, 0, 0, 1, 1, 0] - --- Converting base Y number [0, 0, 0, 0, 0, 0, 1, 1, 0] to configuration notation - --- Result = [0, 0, 0, 0, 0, 1, 1, 0] ---- array format : [0, 0, 0, 0, 0, 1, 1, 0] - --- We are not in the presence of a special case, we add configuration : (0, 1, 4) ---- Four is NOT in configuration : (0, 1, 5) - --- converting (0, 1, 5) to base Y ( base 3 on 2 bits, 2 on 6 bits and 4 on 2 bits) - --- converting 0 in base 3 - --- result [0] - --- converting 1 in base 2 - --- result [0, 0, 0, 0, 0, 1] - --- converting 5 in base 4 - --- appending 1 to result - --- appending 1 to result - --- result [1, 1] - --- Result = [0, 0, 0, 0, 0, 0, 1, 1, 1] - --- Converting base Y number [0, 0, 0, 0, 0, 0, 1, 1, 1] to configuration notation - --- Result = [0, 0, 0, 0, 0, 1, 1, 1] ---- array format : [0, 0, 0, 0, 0, 1, 1, 1] - --- We are not in the presence of a special case, we add configuration : (0, 1, 5) ---- Four is NOT in configuration : (0, 1, 6) - --- converting (0, 1, 6) to base Y ( base 3 on 2 bits, 2 on 6 bits and 4 on 2 bits) - --- converting 0 in base 3 - --- result [0] - --- converting 1 in base 2 - --- result [0, 0, 0, 0, 0, 1] - --- converting 6 in base 4 - --- appending 2 to result - --- appending 1 to result - --- result [1, 2] - --- Result = [0, 0, 0, 0, 0, 0, 1, 1, 2] - --- Converting base Y number [0, 0, 0, 0, 0, 0, 1, 1, 2] to configuration notation - --- Result = [0, 0, 0, 0, 0, 1, 1, 2] ---- array format : [0, 0, 0, 0, 0, 1, 1, 2] - --- We are not in the presence of a special case, we add configuration : (0, 1, 6) ---- Four is NOT in configuration : (0, 1, 7) - --- converting (0, 1, 7) to base Y ( base 3 on 2 bits, 2 on 6 bits and 4 on 2 bits) - --- converting 0 in base 3 - --- result [0] - --- converting 1 in base 2 - --- result [0, 0, 0, 0, 0, 1] - --- converting 7 in base 4 - --- appending 3 to result - --- appending 1 to result - --- result [1, 3] - --- Result = [0, 0, 0, 0, 0, 0, 1, 1, 3] - --- Converting base Y number [0, 0, 0, 0, 0, 0, 1, 1, 3] to configuration notation - --- Result = [0, 0, 0, 0, 0, 1, 1, 3] ---- array format : [0, 0, 0, 0, 0, 1, 1, 3] - --- We are not in the presence of a special case, we add configuration : (0, 1, 7) ---- Four is NOT in configuration : (0, 1, 8) - --- converting (0, 1, 8) to base Y ( base 3 on 2 bits, 2 on 6 bits and 4 on 2 bits) - --- converting 0 in base 3 - --- result [0] - --- converting 1 in base 2 - --- result [0, 0, 0, 0, 0, 1] - --- converting 8 in base 4 - --- appending 0 to result - --- appending 2 to result - --- result [2, 0] - --- Result = [0, 0, 0, 0, 0, 0, 1, 2, 0] - --- Converting base Y number [0, 0, 0, 0, 0, 0, 1, 2, 0] to configuration notation - --- Result = [0, 0, 0, 0, 0, 1, 2, 0] ---- array format : [0, 0, 0, 0, 0, 1, 2, 0] - --- We are not in the presence of a special case, we add configuration : (0, 1, 8) ---- Four is NOT in configuration : (0, 1, 9) - --- converting (0, 1, 9) to base Y ( base 3 on 2 bits, 2 on 6 bits and 4 on 2 bits) - --- converting 0 in base 3 - --- result [0] - --- converting 1 in base 2 - --- result [0, 0, 0, 0, 0, 1] - --- converting 9 in base 4 - --- appending 1 to result - --- appending 2 to result - --- result [2, 1] - --- Result = [0, 0, 0, 0, 0, 0, 1, 2, 1] - --- Converting base Y number [0, 0, 0, 0, 0, 0, 1, 2, 1] to configuration notation - --- Result = [0, 0, 0, 0, 0, 1, 2, 1] ---- array format : [0, 0, 0, 0, 0, 1, 2, 1] - --- We are not in the presence of a special case, we add configuration : (0, 1, 9) ---- Four is NOT in configuration : (0, 1, 10) - --- converting (0, 1, 10) to base Y ( base 3 on 2 bits, 2 on 6 bits and 4 on 2 bits) - --- converting 0 in base 3 - --- result [0] - --- converting 1 in base 2 - --- result [0, 0, 0, 0, 0, 1] - --- converting 10 in base 4 - --- appending 2 to result - --- appending 2 to result - --- result [2, 2] - --- Result = [0, 0, 0, 0, 0, 0, 1, 2, 2] - --- Converting base Y number [0, 0, 0, 0, 0, 0, 1, 2, 2] to configuration notation - --- Result = [0, 0, 0, 0, 0, 1, 2, 2] ---- array format : [0, 0, 0, 0, 0, 1, 2, 2] - --- We are not in the presence of a special case, we add configuration : (0, 1, 10) ---- Four is NOT in configuration : (0, 1, 11) - --- converting (0, 1, 11) to base Y ( base 3 on 2 bits, 2 on 6 bits and 4 on 2 bits) - --- converting 0 in base 3 - --- result [0] - --- converting 1 in base 2 - --- result [0, 0, 0, 0, 0, 1] - --- converting 11 in base 4 - --- appending 3 to result - --- appending 2 to result - --- result [2, 3] - --- Result = [0, 0, 0, 0, 0, 0, 1, 2, 3] - --- Converting base Y number [0, 0, 0, 0, 0, 0, 1, 2, 3] to configuration notation - --- Result = [0, 0, 0, 0, 0, 1, 2, 3] ---- array format : [0, 0, 0, 0, 0, 1, 2, 3] - --- We are not in the presence of a special case, we add configuration : (0, 1, 11) ---- Four is NOT in configuration : (0, 1, 12) - --- converting (0, 1, 12) to base Y ( base 3 on 2 bits, 2 on 6 bits and 4 on 2 bits) - --- converting 0 in base 3 - --- result [0] - --- converting 1 in base 2 - --- result [0, 0, 0, 0, 0, 1] - --- converting 12 in base 4 - --- appending 0 to result - --- appending 3 to result - --- result [3, 0] - --- Result = [0, 0, 0, 0, 0, 0, 1, 3, 0] - --- Converting base Y number [0, 0, 0, 0, 0, 0, 1, 3, 0] to configuration notation - --- Result = [0, 0, 0, 0, 0, 1, 3, 0] ---- array format : [0, 0, 0, 0, 0, 1, 3, 0] - --- We are not in the presence of a special case, we add configuration : (0, 1, 12) ---- Four is NOT in configuration : (0, 1, 13) - --- converting (0, 1, 13) to base Y ( base 3 on 2 bits, 2 on 6 bits and 4 on 2 bits) - --- converting 0 in base 3 - --- result [0] - --- converting 1 in base 2 - --- result [0, 0, 0, 0, 0, 1] - --- converting 13 in base 4 - --- appending 1 to result - --- appending 3 to result - --- result [3, 1] - --- Result = [0, 0, 0, 0, 0, 0, 1, 3, 1] - --- Converting base Y number [0, 0, 0, 0, 0, 0, 1, 3, 1] to configuration notation - --- Result = [0, 0, 0, 0, 0, 1, 3, 1] ---- array format : [0, 0, 0, 0, 0, 1, 3, 1] - --- We are not in the presence of a special case, we add configuration : (0, 1, 13) +--- Neighbour 8 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011110-2-1' +--- Neighbour 0 in the list of neghbours, And at position 763 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6055761451.444905 + --- Energy: 12.504158981784528 + --- Workload: 75722300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 691 in the X datas point +-------------- + --- Configuration: 001110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13547198439.36274 + --- Energy: 54.82947618628158 + --- Workload: 742786000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (54.9134481539672 mAh) it is NOT far from the median. +--- Median :54.9134481539672, the gap is : 10 +--- So No we don't romove this configuration '011110-2-1' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 1, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '333033-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333033-2-2' +--- Neighbour 0 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 129 in the X datas point +-------------- + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 267 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 496 in the X datas point +-------------- + --- Configuration: 222022-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15478678120.888475 + --- Energy: 91.10203171728844 + --- Workload: 1410140000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333033-2-2' +--- Neighbour 0 in the list of neghbours, And at position 267 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 496 in the X datas point +-------------- + --- Configuration: 222022-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15478678120.888475 + --- Energy: 91.10203171728844 + --- Workload: 1410140000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 129 in the X datas point +-------------- + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.3926735584727 mAh) is far from the median. +--- Median :85.51534231485796, the gap is : 10 +--- So yes we remove this configuration '333033-2-2' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '330303-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330303-0-0' +--- Neighbour 0 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 550 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 627 in the X datas point +-------------- + --- Configuration: 300303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9265607916.535404 + --- Energy: 41.90141554208418 + --- Workload: 388241000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 714 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11117855943.716965 + --- Energy: 59.358545626680076 + --- Workload: 659940000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 734 in the X datas point +-------------- + --- Configuration: 030303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8880442601.259247 + --- Energy: 43.68880457674721 + --- Workload: 387977000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 241 in the X datas point +-------------- + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330303-0-0' +--- Neighbour 0 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 627 in the X datas point +-------------- + --- Configuration: 300303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9265607916.535404 + --- Energy: 41.90141554208418 + --- Workload: 388241000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 734 in the X datas point +-------------- + --- Configuration: 030303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8880442601.259247 + --- Energy: 43.68880457674721 + --- Workload: 387977000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 241 in the X datas point +-------------- + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 550 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 714 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11117855943.716965 + --- Energy: 59.358545626680076 + --- Workload: 659940000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 734 in the X datas point +-------------- + --- Configuration: 030303-0-0 + --- Energy efficiency: 8880442601.259247 + --- Energy: 43.68880457674721 + --- Workload: 387977000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (43.68880457674721 mAh) it is NOT far from the median. +--- Median :43.68880457674721, the gap is : 10 +--- So No we don't romove this configuration '330303-0-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 0, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '033030-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033030-3-2' +--- Neighbour 0 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 593 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12530386186.502268 + --- Energy: 65.40226173805877 + --- Workload: 819516000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 692 in the X datas point +-------------- + --- Configuration: 033030-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11937034530.259785 + --- Energy: 76.02625566802186 + --- Workload: 907528000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033030-3-2' +--- Neighbour 0 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 593 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12530386186.502268 + --- Energy: 65.40226173805877 + --- Workload: 819516000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 692 in the X datas point +-------------- + --- Configuration: 033030-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11937034530.259785 + --- Energy: 76.02625566802186 + --- Workload: 907528000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 692 in the X datas point +-------------- + --- Configuration: 033030-3-3 + --- Energy efficiency: 11937034530.259785 + --- Energy: 76.02625566802186 + --- Workload: 907528000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (16.3307947163033 mAh) is far from the median. +--- Median :76.02625566802186, the gap is : 10 +--- So yes we remove this configuration '033030-3-2' +--- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 0, 3.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '333330-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333330-1-0' +--- Neighbour 0 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 529 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10992187852.093517 + --- Energy: 31.06062061477282 + --- Workload: 341424000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 601 in the X datas point +-------------- + --- Configuration: 333330-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13692590391.635471 + --- Energy: 45.36592371702859 + --- Workload: 621177000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333330-1-0' +--- Neighbour 0 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 529 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10992187852.093517 + --- Energy: 31.06062061477282 + --- Workload: 341424000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 601 in the X datas point +-------------- + --- Configuration: 333330-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13692590391.635471 + --- Energy: 45.36592371702859 + --- Workload: 621177000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (13.4893048354332 mAh) is far from the median. +--- Median :32.97385398783962, the gap is : 10 +--- So yes we remove this configuration '333330-1-0' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 0, 1, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '222202-0-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222202-0-1' +--- Neighbour 0 in the list of neghbours, And at position 262 in the X datas point +-------------- + --- Configuration: 222202-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10269365455.90848 + --- Energy: 18.3191369059882 + --- Workload: 188126000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 241 in the X datas point +-------------- + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 489 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222202-0-1' +--- Neighbour 0 in the list of neghbours, And at position 262 in the X datas point +-------------- + --- Configuration: 222202-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10269365455.90848 + --- Energy: 18.3191369059882 + --- Workload: 188126000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 241 in the X datas point +-------------- + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 489 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (18.3191369059882 mAh) is far from the median. +--- Median :41.43583708148781, the gap is : 10 +--- So yes we remove this configuration '222202-0-1' +--- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 0, 1, 0.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '110111-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110111-3-3' +--- Neighbour 0 in the list of neghbours, And at position 263 in the X datas point +-------------- + --- Configuration: 110111-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5358769626.493757 + --- Energy: 14.0838858431668 + --- Workload: 75472200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 326 in the X datas point +-------------- + --- Configuration: 220222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14253216951.065857 + --- Energy: 99.56004804973213 + --- Workload: 1419050000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 578 in the X datas point +-------------- + --- Configuration: 110101-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13268811525.820444 + --- Energy: 75.57724470504559 + --- Workload: 1002820000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110111-3-3' +--- Neighbour 0 in the list of neghbours, And at position 263 in the X datas point +-------------- + --- Configuration: 110111-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5358769626.493757 + --- Energy: 14.0838858431668 + --- Workload: 75472200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 578 in the X datas point +-------------- + --- Configuration: 110101-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13268811525.820444 + --- Energy: 75.57724470504559 + --- Workload: 1002820000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 326 in the X datas point +-------------- + --- Configuration: 220222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14253216951.065857 + --- Energy: 99.56004804973213 + --- Workload: 1419050000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (14.0838858431668 mAh) is far from the median. +--- Median :82.9156109905908, the gap is : 10 +--- So yes we remove this configuration '110111-3-3' +--- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '333330-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333330-2-3' +--- Neighbour 0 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 439 in the X datas point +-------------- + --- Configuration: 033330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 443 in the X datas point +-------------- + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 695 in the X datas point +-------------- + --- Configuration: 333030-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13728569702.694094 + --- Energy: 78.42035817300528 + --- Workload: 1076600000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333330-2-3' +--- Neighbour 0 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 695 in the X datas point +-------------- + --- Configuration: 333030-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13728569702.694094 + --- Energy: 78.42035817300528 + --- Workload: 1076600000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 439 in the X datas point +-------------- + --- Configuration: 033330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 443 in the X datas point +-------------- + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 695 in the X datas point +-------------- + --- Configuration: 333030-2-3 + --- Energy efficiency: 13728569702.694094 + --- Energy: 78.42035817300528 + --- Workload: 1076600000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (13.9697963651223 mAh) is far from the median. +--- Median :78.42035817300528, the gap is : 10 +--- So yes we remove this configuration '333330-2-3' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '111111-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-2-0' +--- Neighbour 0 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 345 in the X datas point +-------------- + --- Configuration: 011111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-2-0' +--- Neighbour 0 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 345 in the X datas point +-------------- + --- Configuration: 011111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 345 in the X datas point +-------------- + --- Configuration: 011111-2-0 + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (13.7189335182749 mAh) is far from the median. +--- Median :45.25936522348479, the gap is : 10 +--- So yes we remove this configuration '111111-2-0' +--- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 0, 1, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '101010-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101010-2-3' +--- Neighbour 0 in the list of neghbours, And at position 266 in the X datas point +-------------- + --- Configuration: 101010-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5883010454.109577 + --- Energy: 12.9248547023353 + --- Workload: 76037200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 646 in the X datas point +-------------- + --- Configuration: 202020-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13150575403.426777 + --- Energy: 78.5836408674881 + --- Workload: 1033420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 479 in the X datas point +-------------- + --- Configuration: 111010-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13018731350.667341 + --- Energy: 78.8194837737248 + --- Workload: 1026130000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 486 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 540 in the X datas point +-------------- + --- Configuration: 011010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12504532893.173775 + --- Energy: 85.2562842548241 + --- Workload: 1066090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 562 in the X datas point +-------------- + --- Configuration: 101110-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14736981718.77418 + --- Energy: 73.08276501890562 + --- Workload: 1077020000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 705 in the X datas point +-------------- + --- Configuration: 202020-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11739583174.359812 + --- Energy: 83.50940706004823 + --- Workload: 980366000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101010-2-3' +--- Neighbour 0 in the list of neghbours, And at position 266 in the X datas point +-------------- + --- Configuration: 101010-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5883010454.109577 + --- Energy: 12.9248547023353 + --- Workload: 76037200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 562 in the X datas point +-------------- + --- Configuration: 101110-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14736981718.77418 + --- Energy: 73.08276501890562 + --- Workload: 1077020000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 646 in the X datas point +-------------- + --- Configuration: 202020-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13150575403.426777 + --- Energy: 78.5836408674881 + --- Workload: 1033420000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 479 in the X datas point +-------------- + --- Configuration: 111010-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13018731350.667341 + --- Energy: 78.8194837737248 + --- Workload: 1026130000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 486 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 705 in the X datas point +-------------- + --- Configuration: 202020-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11739583174.359812 + --- Energy: 83.50940706004823 + --- Workload: 980366000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 540 in the X datas point +-------------- + --- Configuration: 011010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12504532893.173775 + --- Energy: 85.2562842548241 + --- Workload: 1066090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.9248547023353 mAh) is far from the median. +--- Median :77.17119209715501, the gap is : 10 +--- So yes we remove this configuration '101010-2-3' +--- remove_aberrant_points: The value [0.0, 1, 0, 1, 0, 1, 0, 2.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '333333-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-2-2' +--- Neighbour 0 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 267 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 382 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-2-2' +--- Neighbour 0 in the list of neghbours, And at position 267 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 382 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (25.3623210355619 mAh) is far from the median. +--- Median :89.99138924115384, the gap is : 10 +--- So yes we remove this configuration '333333-2-2' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 0, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '222002-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222002-2-3' +--- Neighbour 0 in the list of neghbours, And at position 268 in the X datas point +-------------- + --- Configuration: 222002-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 410 in the X datas point +-------------- + --- Configuration: 022002-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13145579404.557837 + --- Energy: 93.70148281455602 + --- Workload: 1231760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 694 in the X datas point +-------------- + --- Configuration: 333003-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563926900.7381 + --- Energy: 90.43710623240364 + --- Workload: 1317120000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 713 in the X datas point +-------------- + --- Configuration: 202002-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12714024713.521238 + --- Energy: 97.24138614826803 + --- Workload: 1236330000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222002-2-3' +--- Neighbour 0 in the list of neghbours, And at position 268 in the X datas point +-------------- + --- Configuration: 222002-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 694 in the X datas point +-------------- + --- Configuration: 333003-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563926900.7381 + --- Energy: 90.43710623240364 + --- Workload: 1317120000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 410 in the X datas point +-------------- + --- Configuration: 022002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13145579404.557837 + --- Energy: 93.70148281455602 + --- Workload: 1231760000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 713 in the X datas point +-------------- + --- Configuration: 202002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714024713.521238 + --- Energy: 97.24138614826803 + --- Workload: 1236330000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 694 in the X datas point +-------------- + --- Configuration: 333003-2-3 + --- Energy efficiency: 14563926900.7381 + --- Energy: 90.43710623240364 + --- Workload: 1317120000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (18.1188341516786 mAh) is far from the median. +--- Median :90.43710623240364, the gap is : 10 +--- So yes we remove this configuration '222002-2-3' +--- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 0, 1, 2.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '222022-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222022-1-3' +--- Neighbour 0 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 640 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14620310535.395771 + --- Energy: 81.50438397997827 + --- Workload: 1191620000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222022-1-3' +--- Neighbour 0 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 640 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14620310535.395771 + --- Energy: 81.50438397997827 + --- Workload: 1191620000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (17.9776183946517 mAh) is far from the median. +--- Median :85.86709418709174, the gap is : 10 +--- So yes we remove this configuration '222022-1-3' +--- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '033033-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033033-1-2' +--- Neighbour 0 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 365 in the X datas point +-------------- + --- Configuration: 033030-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12790717009.223387 + --- Energy: 62.0291609855632 + --- Workload: 793397000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 719 in the X datas point +-------------- + --- Configuration: 030033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12443630354.494143 + --- Energy: 85.62206665875647 + --- Workload: 1065450000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033033-1-2' +--- Neighbour 0 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 365 in the X datas point +-------------- + --- Configuration: 033030-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12790717009.223387 + --- Energy: 62.0291609855632 + --- Workload: 793397000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 719 in the X datas point +-------------- + --- Configuration: 030033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12443630354.494143 + --- Energy: 85.62206665875647 + --- Workload: 1065450000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (24.5924899083227 mAh) is far from the median. +--- Median :83.3035486563878, the gap is : 10 +--- So yes we remove this configuration '033033-1-2' +--- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '010111-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010111-3-2' +--- Neighbour 0 in the list of neghbours, And at position 271 in the X datas point +-------------- + --- Configuration: 010111-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5520012806.429711 + --- Energy: 13.6504873016518 + --- Workload: 75350800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 263 in the X datas point +-------------- + --- Configuration: 110111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5358769626.493757 + --- Energy: 14.0838858431668 + --- Workload: 75472200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 383 in the X datas point +-------------- + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 440 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 461 in the X datas point +-------------- + --- Configuration: 011111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12672600823.212149 + --- Energy: 85.29350021391399 + --- Workload: 1080890000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010111-3-2' +--- Neighbour 0 in the list of neghbours, And at position 271 in the X datas point +-------------- + --- Configuration: 010111-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5520012806.429711 + --- Energy: 13.6504873016518 + --- Workload: 75350800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 263 in the X datas point +-------------- + --- Configuration: 110111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5358769626.493757 + --- Energy: 14.0838858431668 + --- Workload: 75472200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 383 in the X datas point +-------------- + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 440 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 461 in the X datas point +-------------- + --- Configuration: 011111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12672600823.212149 + --- Energy: 85.29350021391399 + --- Workload: 1080890000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (13.6504873016518 mAh) is far from the median. +--- Median :75.3366281487845, the gap is : 10 +--- So yes we remove this configuration '010111-3-2' +--- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 1, 1, 3.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '222202-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222202-3-2' +--- Neighbour 0 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 330 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15386698506.874779 + --- Energy: 100.44256053548322 + --- Workload: 1545480000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 484 in the X datas point +-------------- + --- Configuration: 111101-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14396443502.597118 + --- Energy: 78.98892594686254 + --- Workload: 1137160000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222202-3-2' +--- Neighbour 0 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 484 in the X datas point +-------------- + --- Configuration: 111101-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14396443502.597118 + --- Energy: 78.98892594686254 + --- Workload: 1137160000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 330 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15386698506.874779 + --- Energy: 100.44256053548322 + --- Workload: 1545480000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (17.984386490349 mAh) is far from the median. +--- Median :85.51534231485796, the gap is : 10 +--- So yes we remove this configuration '222202-3-2' +--- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '330330-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330330-0-0' +--- Neighbour 0 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 642 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6051071039.574004 + --- Energy: 26.957077100488743 + --- Workload: 163119000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330330-0-0' +--- Neighbour 0 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 642 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6051071039.574004 + --- Energy: 26.957077100488743 + --- Workload: 163119000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (13.8323700917135 mAh) is far from the median. +--- Median :33.4145827544387, the gap is : 10 +--- So yes we remove this configuration '330330-0-0' +--- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '222222-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-1-2' +--- Neighbour 0 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 530 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15452391953.012367 + --- Energy: 81.35830423904434 + --- Workload: 1257180000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-1-2' +--- Neighbour 0 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 530 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15452391953.012367 + --- Energy: 81.35830423904434 + --- Workload: 1257180000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (17.8171709875973 mAh) is far from the median. +--- Median :66.3842172994299, the gap is : 10 +--- So yes we remove this configuration '222222-1-2' +--- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '022222-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022222-1-1' +--- Neighbour 0 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 453 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14702487807.961985 + --- Energy: 79.9871211726851 + --- Workload: 1176010000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 528 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15108433225.257673 + --- Energy: 77.62624080393333 + --- Workload: 1172810000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022222-1-1' +--- Neighbour 0 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 528 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15108433225.257673 + --- Energy: 77.62624080393333 + --- Workload: 1172810000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 453 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14702487807.961985 + --- Energy: 79.9871211726851 + --- Workload: 1176010000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (17.8136328789872 mAh) is far from the median. +--- Median :55.7442277111113, the gap is : 10 +--- So yes we remove this configuration '022222-1-1' +--- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1, 1, 1.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 0, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '101001-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101001-3-0' +--- Neighbour 0 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101001-3-0' +--- Neighbour 0 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (14.4399767950293 mAh) is far from the median. +--- Median :54.89700632647969, the gap is : 10 +--- So yes we remove this configuration '101001-3-0' +--- remove_aberrant_points: The value [0.0, 1, 0, 1, 0, 0, 1, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '033333-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033333-0-0' +--- Neighbour 0 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 424 in the X datas point +-------------- + --- Configuration: 033303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033333-0-0' +--- Neighbour 0 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 424 in the X datas point +-------------- + --- Configuration: 033303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 424 in the X datas point +-------------- + --- Configuration: 033303-0-0 + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (24.0280687781385 mAh) is far from the median. +--- Median :51.680919654150905, the gap is : 10 +--- So yes we remove this configuration '033333-0-0' +--- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '000000-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (11.04773 mAh) is far from the median. +--- Median :24.2773, the gap is : 10 +--- So yes we remove this configuration '000000-0-0' +--- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 0.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '100000-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 515 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3211871075.4950294 + --- Energy: 23.98412276526465 + --- Workload: 77034000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 250 in the X datas point +-------------- + --- Configuration: 100010-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 515 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3211871075.4950294 + --- Energy: 23.98412276526465 + --- Workload: 77034000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 250 in the X datas point +-------------- + --- Configuration: 100010-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (24.2773 mAh) it is NOT far from the median. +--- Median :24.2773, the gap is : 10 +--- So No we don't romove this configuration '100000-0-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '200000-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 525 in the X datas point +-------------- + --- Configuration: 202000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3444676768.755404 + --- Energy: 22.44356480668999 + --- Workload: 77310900000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 617 in the X datas point +-------------- + --- Configuration: 200000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7496364263.332283 + --- Energy: 27.54961888696046 + --- Workload: 206522000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 525 in the X datas point +-------------- + --- Configuration: 202000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3444676768.755404 + --- Energy: 22.44356480668999 + --- Workload: 77310900000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 617 in the X datas point +-------------- + --- Configuration: 200000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7496364263.332283 + --- Energy: 27.54961888696046 + --- Workload: 206522000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (24.78502 mAh) it is NOT far from the median. +--- Median :24.78502, the gap is : 10 +--- So No we don't romove this configuration '200000-0-0' + --- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '300000-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (29.19724 mAh) it is NOT far from the median. +--- Median :29.19724, the gap is : 10 +--- So No we don't romove this configuration '300000-0-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '110000-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 515 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 3211871075.4950294 + --- Energy: 23.98412276526465 + --- Workload: 77034000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 515 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3211871075.4950294 + --- Energy: 23.98412276526465 + --- Workload: 77034000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (24.2773 mAh) it is NOT far from the median. +--- Median :24.2773, the gap is : 10 +--- So No we don't romove this configuration '110000-0-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '220000-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 515 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3211871075.4950294 + --- Energy: 23.98412276526465 + --- Workload: 77034000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 700 in the X datas point +-------------- + --- Configuration: 220002-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8919094890.250538 + --- Energy: 32.30311403168223 + --- Workload: 288115000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 515 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 3211871075.4950294 + --- Energy: 23.98412276526465 + --- Workload: 77034000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 700 in the X datas point +-------------- + --- Configuration: 220002-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8919094890.250538 + --- Energy: 32.30311403168223 + --- Workload: 288115000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (28.50231 mAh) it is NOT far from the median. +--- Median :28.50231, the gap is : 10 +--- So No we don't romove this configuration '220000-0-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '330000-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (34.2448289317877 mAh) it is NOT far from the median. +--- Median :34.2448289317877, the gap is : 10 +--- So No we don't romove this configuration '330000-0-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '111000-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 515 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3211871075.4950294 + --- Energy: 23.98412276526465 + --- Workload: 77034000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 628 in the X datas point +-------------- + --- Configuration: 111000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9668281269.638697 + --- Energy: 30.617996362116138 + --- Workload: 296022000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 525 in the X datas point +-------------- + --- Configuration: 202000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3444676768.755404 + --- Energy: 22.44356480668999 + --- Workload: 77310900000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 525 in the X datas point +-------------- + --- Configuration: 202000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 3444676768.755404 + --- Energy: 22.44356480668999 + --- Workload: 77310900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 515 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3211871075.4950294 + --- Energy: 23.98412276526465 + --- Workload: 77034000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 628 in the X datas point +-------------- + --- Configuration: 111000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9668281269.638697 + --- Energy: 30.617996362116138 + --- Workload: 296022000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (26.06077 mAh) it is NOT far from the median. +--- Median :26.06077, the gap is : 10 +--- So No we don't romove this configuration '111000-0-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '222000-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 525 in the X datas point +-------------- + --- Configuration: 202000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3444676768.755404 + --- Energy: 22.44356480668999 + --- Workload: 77310900000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 587 in the X datas point +-------------- + --- Configuration: 222002-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11068387136.763205 + --- Energy: 35.22248964071155 + --- Workload: 389856000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 724 in the X datas point +-------------- + --- Configuration: 222020-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5766580360.18061 + --- Energy: 28.13171207069184 + --- Workload: 162224000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 525 in the X datas point +-------------- + --- Configuration: 202000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 3444676768.755404 + --- Energy: 22.44356480668999 + --- Workload: 77310900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 724 in the X datas point +-------------- + --- Configuration: 222020-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5766580360.18061 + --- Energy: 28.13171207069184 + --- Workload: 162224000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 587 in the X datas point +-------------- + --- Configuration: 222002-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11068387136.763205 + --- Energy: 35.22248964071155 + --- Workload: 389856000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (32.11143 mAh) it is NOT far from the median. +--- Median :32.11143, the gap is : 10 +--- So No we don't romove this configuration '222000-0-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '333000-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (38.59814 mAh) it is NOT far from the median. +--- Median :38.59814, the gap is : 10 +--- So No we don't romove this configuration '333000-0-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '300000-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 617 in the X datas point +-------------- + --- Configuration: 200000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7496364263.332283 + --- Energy: 27.54961888696046 + --- Workload: 206522000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 667 in the X datas point +-------------- + --- Configuration: 300300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8476515812.9402485 + --- Energy: 29.659992682257588 + --- Workload: 251413000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 617 in the X datas point +-------------- + --- Configuration: 200000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7496364263.332283 + --- Energy: 27.54961888696046 + --- Workload: 206522000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 667 in the X datas point +-------------- + --- Configuration: 300300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8476515812.9402485 + --- Energy: 29.659992682257588 + --- Workload: 251413000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 667 in the X datas point +-------------- + --- Configuration: 300300-1-0 + --- Energy efficiency: 8476515812.9402485 + --- Energy: 29.659992682257588 + --- Workload: 251413000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (29.659992682257588 mAh) it is NOT far from the median. +--- Median :29.659992682257588, the gap is : 10 +--- So No we don't romove this configuration '300000-1-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '300000-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 599 in the X datas point +-------------- + --- Configuration: 300030-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11648576427.474798 + --- Energy: 41.215784795617516 + --- Workload: 480105000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 599 in the X datas point +-------------- + --- Configuration: 300030-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11648576427.474798 + --- Energy: 41.215784795617516 + --- Workload: 480105000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (47.10283999999999 mAh) it is NOT far from the median. +--- Median :47.10283999999999, the gap is : 10 +--- So No we don't romove this configuration '300000-2-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '100000-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 617 in the X datas point +-------------- + --- Configuration: 200000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7496364263.332283 + --- Energy: 27.54961888696046 + --- Workload: 206522000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 679 in the X datas point +-------------- + --- Configuration: 100010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8467113730.2716255 + --- Energy: 29.649894317218024 + --- Workload: 251048000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 617 in the X datas point +-------------- + --- Configuration: 200000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7496364263.332283 + --- Energy: 27.54961888696046 + --- Workload: 206522000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 679 in the X datas point +-------------- + --- Configuration: 100010-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8467113730.2716255 + --- Energy: 29.649894317218024 + --- Workload: 251048000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (24.78502 mAh) it is NOT far from the median. +--- Median :24.78502, the gap is : 10 +--- So No we don't romove this configuration '100000-1-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '200000-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 617 in the X datas point +-------------- + --- Configuration: 200000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7496364263.332283 + --- Energy: 27.54961888696046 + --- Workload: 206522000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 711 in the X datas point +-------------- + --- Configuration: 200002-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12469045594.31212 + --- Energy: 47.86510196998857 + --- Workload: 596832000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 617 in the X datas point +-------------- + --- Configuration: 200000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7496364263.332283 + --- Energy: 27.54961888696046 + --- Workload: 206522000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 711 in the X datas point +-------------- + --- Configuration: 200002-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12469045594.31212 + --- Energy: 47.86510196998857 + --- Workload: 596832000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (42.7422 mAh) it is NOT far from the median. +--- Median :42.7422, the gap is : 10 +--- So No we don't romove this configuration '200000-2-0' + --- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '300000-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 512 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11872339111.996523 + --- Energy: 50.4557052793426 + --- Workload: 599027000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 512 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11872339111.996523 + --- Energy: 50.4557052793426 + --- Workload: 599027000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (73.04875 mAh) is far from the median. +--- Median :53.6505919747787, the gap is : 10 +--- So yes we remove this configuration '300000-3-0' +--- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0, 0, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '000000-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 522 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9980936411.454123 + --- Energy: 38.269990495696405 + --- Workload: 381971000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 769 in the X datas point +-------------- + --- Configuration: 001000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6484453522.679377 + --- Energy: 11.76973873612909 + --- Workload: 76320200000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 769 in the X datas point +-------------- + --- Configuration: 001000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6484453522.679377 + --- Energy: 11.76973873612909 + --- Workload: 76320200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 522 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9980936411.454123 + --- Energy: 38.269990495696405 + --- Workload: 381971000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (27.86299512820046 mAh) it is NOT far from the median. +--- Median :27.86299512820046, the gap is : 10 +--- So No we don't romove this configuration '000000-1-0' + --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '000000-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 522 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9980936411.454123 + --- Energy: 38.269990495696405 + --- Workload: 381971000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 522 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9980936411.454123 + --- Energy: 38.269990495696405 + --- Workload: 381971000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (42.7422 mAh) it is NOT far from the median. +--- Median :42.7422, the gap is : 10 +--- So No we don't romove this configuration '000000-2-0' + --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '000000-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 477 in the X datas point +-------------- + --- Configuration: 000001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 522 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9980936411.454123 + --- Energy: 38.269990495696405 + --- Workload: 381971000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 526 in the X datas point +-------------- + --- Configuration: 100000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10074338544.11704 + --- Energy: 55.34744693526562 + --- Workload: 557589000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 596 in the X datas point +-------------- + --- Configuration: 001000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10540573301.781883 + --- Energy: 49.31922940865544 + --- Workload: 519853000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 522 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9980936411.454123 + --- Energy: 38.269990495696405 + --- Workload: 381971000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 477 in the X datas point +-------------- + --- Configuration: 000001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 596 in the X datas point +-------------- + --- Configuration: 001000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10540573301.781883 + --- Energy: 49.31922940865544 + --- Workload: 519853000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 526 in the X datas point +-------------- + --- Configuration: 100000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10074338544.11704 + --- Energy: 55.34744693526562 + --- Workload: 557589000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 526 in the X datas point +-------------- + --- Configuration: 100000-3-0 + --- Energy efficiency: 10074338544.11704 + --- Energy: 55.34744693526562 + --- Workload: 557589000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (66.8775 mAh) is far from the median. +--- Median :55.34744693526562, the gap is : 10 +--- So yes we remove this configuration '000000-3-0' +--- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '000000-0-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-0-3' +--- Neighbour 0 in the list of neghbours, And at position 296 in the X datas point +-------------- + --- Configuration: 000000-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 328 in the X datas point +-------------- + --- Configuration: 000100-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10298586930.887213 + --- Energy: 49.6365268588524 + --- Workload: 511186000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 1 in the X datas point +-------------- + --- Configuration: 011001-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11271402985.343796 + --- Energy: 64.71129799002061 + --- Workload: 729387000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 237 in the X datas point +-------------- + --- Configuration: 110010-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10831501906.88591 + --- Energy: 62.4324044343125 + --- Workload: 676237000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 576 in the X datas point +-------------- + --- Configuration: 020000-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10711076216.805037 + --- Energy: 71.00913070664843 + --- Workload: 760584000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 579 in the X datas point +-------------- + --- Configuration: 200000-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11184606402.516088 + --- Energy: 64.33997409241996 + --- Workload: 719617000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.67032005] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.67032005] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-0-3' +--- Neighbour 0 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 328 in the X datas point +-------------- + --- Configuration: 000100-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10298586930.887213 + --- Energy: 49.6365268588524 + --- Workload: 511186000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 237 in the X datas point +-------------- + --- Configuration: 110010-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10831501906.88591 + --- Energy: 62.4324044343125 + --- Workload: 676237000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 579 in the X datas point +-------------- + --- Configuration: 200000-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11184606402.516088 + --- Energy: 64.33997409241996 + --- Workload: 719617000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 1 in the X datas point +-------------- + --- Configuration: 011001-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11271402985.343796 + --- Energy: 64.71129799002061 + --- Workload: 729387000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 576 in the X datas point +-------------- + --- Configuration: 020000-1-3 + --- Distance from that configuration: [0.67032005] + --- Energy efficiency: 10711076216.805037 + --- Energy: 71.00913070664843 + --- Workload: 760584000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 296 in the X datas point +-------------- + --- Configuration: 000000-0-3 + --- Distance from that configuration: [0.67032005] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 237 in the X datas point +-------------- + --- Configuration: 110010-0-3 + --- Energy efficiency: 10831501906.88591 + --- Energy: 62.4324044343125 + --- Workload: 676237000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.6323 mAh) is far from the median. +--- Median :62.4324044343125, the gap is : 10 +--- So yes we remove this configuration '000000-0-3' +--- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 0.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '000000-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-1-1' +--- Neighbour 0 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-1-1' +--- Neighbour 0 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (30.05234 mAh) it is NOT far from the median. +--- Median :30.05234, the gap is : 10 +--- So No we don't romove this configuration '000000-1-1' + --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '000000-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-2-2' +--- Neighbour 0 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 613 in the X datas point +-------------- + --- Configuration: 000100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12336586491.191061 + --- Energy: 52.305660553812594 + --- Workload: 645273000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 621 in the X datas point +-------------- + --- Configuration: 100000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12660327218.817299 + --- Energy: 51.604696137494564 + --- Workload: 653332000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-2-2' +--- Neighbour 0 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 621 in the X datas point +-------------- + --- Configuration: 100000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12660327218.817299 + --- Energy: 51.604696137494564 + --- Workload: 653332000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 613 in the X datas point +-------------- + --- Configuration: 000100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12336586491.191061 + --- Energy: 52.305660553812594 + --- Workload: 645273000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (60.484653752985835 mAh) it is NOT far from the median. +--- Median :60.484653752985835, the gap is : 10 +--- So No we don't romove this configuration '000000-2-2' + --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '000000-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-3-1' +--- Neighbour 0 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 622 in the X datas point +-------------- + --- Configuration: 000010-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11230529070.224499 + --- Energy: 65.58873751640105 + --- Workload: 736596000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 438 in the X datas point +-------------- + --- Configuration: 000110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10984846404.38515 + --- Energy: 74.34214040531062 + --- Workload: 816637000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-3-1' +--- Neighbour 0 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 622 in the X datas point +-------------- + --- Configuration: 000010-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11230529070.224499 + --- Energy: 65.58873751640105 + --- Workload: 736596000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 438 in the X datas point +-------------- + --- Configuration: 000110-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10984846404.38515 + --- Energy: 74.34214040531062 + --- Workload: 816637000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (80.6761 mAh) is far from the median. +--- Median :66.8775, the gap is : 10 +--- So yes we remove this configuration '000000-3-1' +--- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 3.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '000000-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-3-2' +--- Neighbour 0 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 666 in the X datas point +-------------- + --- Configuration: 010000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12860297304.353083 + --- Energy: 72.53963798699066 + --- Workload: 932881000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 758 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6028999487.535044 + --- Energy: 12.654544813790569 + --- Workload: 76294200000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 452 in the X datas point +-------------- + --- Configuration: 020000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11844664334.057436 + --- Energy: 85.8782938267127 + --- Workload: 1017200000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 622 in the X datas point +-------------- + --- Configuration: 000010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11230529070.224499 + --- Energy: 65.58873751640105 + --- Workload: 736596000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-3-2' +--- Neighbour 0 in the list of neghbours, And at position 758 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6028999487.535044 + --- Energy: 12.654544813790569 + --- Workload: 76294200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 622 in the X datas point +-------------- + --- Configuration: 000010-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11230529070.224499 + --- Energy: 65.58873751640105 + --- Workload: 736596000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 666 in the X datas point +-------------- + --- Configuration: 010000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12860297304.353083 + --- Energy: 72.53963798699066 + --- Workload: 932881000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 452 in the X datas point +-------------- + --- Configuration: 020000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11844664334.057436 + --- Energy: 85.8782938267127 + --- Workload: 1017200000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 666 in the X datas point +-------------- + --- Configuration: 010000-3-2 + --- Energy efficiency: 12860297304.353083 + --- Energy: 72.53963798699066 + --- Workload: 932881000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (98.66502 mAh) is far from the median. +--- Median :72.53963798699066, the gap is : 10 +--- So yes we remove this configuration '000000-3-2' +--- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 3.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '000000-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 758 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6028999487.535044 + --- Energy: 12.654544813790569 + --- Workload: 76294200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 612 in the X datas point +-------------- + --- Configuration: 100100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11460109650.329136 + --- Energy: 77.70891264945926 + --- Workload: 890553000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 647 in the X datas point +-------------- + --- Configuration: 001100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12879909016.32271 + --- Energy: 72.82903936158382 + --- Workload: 938032000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 666 in the X datas point +-------------- + --- Configuration: 010000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12860297304.353083 + --- Energy: 72.53963798699066 + --- Workload: 932881000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 421 in the X datas point +-------------- + --- Configuration: 000022-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 758 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6028999487.535044 + --- Energy: 12.654544813790569 + --- Workload: 76294200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 666 in the X datas point +-------------- + --- Configuration: 010000-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12860297304.353083 + --- Energy: 72.53963798699066 + --- Workload: 932881000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 647 in the X datas point +-------------- + --- Configuration: 001100-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12879909016.32271 + --- Energy: 72.82903936158382 + --- Workload: 938032000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 612 in the X datas point +-------------- + --- Configuration: 100100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11460109650.329136 + --- Energy: 77.70891264945926 + --- Workload: 890553000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 421 in the X datas point +-------------- + --- Configuration: 000022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (115.13669 mAh) is far from the median. +--- Median :74.8050514094236, the gap is : 10 +--- So yes we remove this configuration '000000-3-3' +--- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 3.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '000000-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (11.04773 mAh) is far from the median. +--- Median :24.2773, the gap is : 10 +--- So yes we remove this configuration '000000-0-0' +--- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 0.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '300000-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (29.19724 mAh) it is NOT far from the median. +--- Median :29.19724, the gap is : 10 +--- So No we don't romove this configuration '300000-0-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '330000-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (34.2448289317877 mAh) it is NOT far from the median. +--- Median :34.2448289317877, the gap is : 10 +--- So No we don't romove this configuration '330000-0-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '333000-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (38.59814 mAh) it is NOT far from the median. +--- Median :38.59814, the gap is : 10 +--- So No we don't romove this configuration '333000-0-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '333300-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333300-0-0' +--- Neighbour 0 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 529 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10992187852.093517 + --- Energy: 31.06062061477282 + --- Workload: 341424000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 550 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 714 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11117855943.716965 + --- Energy: 59.358545626680076 + --- Workload: 659940000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333300-0-0' +--- Neighbour 0 in the list of neghbours, And at position 529 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10992187852.093517 + --- Energy: 31.06062061477282 + --- Workload: 341424000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 550 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 714 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11117855943.716965 + --- Energy: 59.358545626680076 + --- Workload: 659940000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (46.07778 mAh) it is NOT far from the median. +--- Median :46.07778, the gap is : 10 +--- So No we don't romove this configuration '333300-0-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '333330-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333330-0-0' +--- Neighbour 0 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 434 in the X datas point +-------------- + --- Configuration: 303330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5989960825.6562 + --- Energy: 27.414270971275005 + --- Workload: 164210000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 641 in the X datas point +-------------- + --- Configuration: 222220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7320161921.981714 + --- Energy: 28.31277417055063 + --- Workload: 207254000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333330-0-0' +--- Neighbour 0 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 434 in the X datas point +-------------- + --- Configuration: 303330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5989960825.6562 + --- Energy: 27.414270971275005 + --- Workload: 164210000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 641 in the X datas point +-------------- + --- Configuration: 222220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7320161921.981714 + --- Energy: 28.31277417055063 + --- Workload: 207254000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 641 in the X datas point +-------------- + --- Configuration: 222220-0-0 + --- Energy efficiency: 7320161921.981714 + --- Energy: 28.31277417055063 + --- Workload: 207254000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (56.82057 mAh) is far from the median. +--- Median :28.31277417055063, the gap is : 10 +--- So yes we remove this configuration '333330-0-0' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 0, 0.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '333333-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-0-0' +--- Neighbour 0 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-0-0' +--- Neighbour 0 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (56.82057 mAh) it is NOT far from the median. +--- Median :56.82057, the gap is : 10 +--- So No we don't romove this configuration '333333-0-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '333333-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-3-0' +--- Neighbour 0 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 476 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15954255957.319174 + --- Energy: 64.94187940590403 + --- Workload: 1036100000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-3-0' +--- Neighbour 0 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 476 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15954255957.319174 + --- Energy: 64.94187940590403 + --- Workload: 1036100000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (106.21078 mAh) is far from the median. +--- Median :71.5079965571832, the gap is : 10 +--- So yes we remove this configuration '333333-3-0' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '333333-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-3-3' +--- Neighbour 0 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 310 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 17270333243.662476 + --- Energy: 123.82321 + --- Workload: 2138468100000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 503 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15380805677.362993 + --- Energy: 101.44390963131458 + --- Workload: 1560290000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-3-3' +--- Neighbour 0 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 503 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15380805677.362993 + --- Energy: 101.44390963131458 + --- Workload: 1560290000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 310 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17270333243.662476 + --- Energy: 123.82321 + --- Workload: 2138468100000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (123.82321 mAh) is far from the median. +--- Median :98.71806225531626, the gap is : 10 +--- So yes we remove this configuration '333333-3-3' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '000000-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 477 in the X datas point +-------------- + --- Configuration: 000001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 522 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9980936411.454123 + --- Energy: 38.269990495696405 + --- Workload: 381971000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 526 in the X datas point +-------------- + --- Configuration: 100000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10074338544.11704 + --- Energy: 55.34744693526562 + --- Workload: 557589000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 596 in the X datas point +-------------- + --- Configuration: 001000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10540573301.781883 + --- Energy: 49.31922940865544 + --- Workload: 519853000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 522 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9980936411.454123 + --- Energy: 38.269990495696405 + --- Workload: 381971000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 477 in the X datas point +-------------- + --- Configuration: 000001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 596 in the X datas point +-------------- + --- Configuration: 001000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10540573301.781883 + --- Energy: 49.31922940865544 + --- Workload: 519853000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 526 in the X datas point +-------------- + --- Configuration: 100000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10074338544.11704 + --- Energy: 55.34744693526562 + --- Workload: 557589000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 526 in the X datas point +-------------- + --- Configuration: 100000-3-0 + --- Energy efficiency: 10074338544.11704 + --- Energy: 55.34744693526562 + --- Workload: 557589000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (66.8775 mAh) is far from the median. +--- Median :55.34744693526562, the gap is : 10 +--- So yes we remove this configuration '000000-3-0' +--- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '000000-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 477 in the X datas point +-------------- + --- Configuration: 000001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 522 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9980936411.454123 + --- Energy: 38.269990495696405 + --- Workload: 381971000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 526 in the X datas point +-------------- + --- Configuration: 100000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10074338544.11704 + --- Energy: 55.34744693526562 + --- Workload: 557589000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 596 in the X datas point +-------------- + --- Configuration: 001000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10540573301.781883 + --- Energy: 49.31922940865544 + --- Workload: 519853000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 522 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9980936411.454123 + --- Energy: 38.269990495696405 + --- Workload: 381971000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 477 in the X datas point +-------------- + --- Configuration: 000001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 596 in the X datas point +-------------- + --- Configuration: 001000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10540573301.781883 + --- Energy: 49.31922940865544 + --- Workload: 519853000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 526 in the X datas point +-------------- + --- Configuration: 100000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10074338544.11704 + --- Energy: 55.34744693526562 + --- Workload: 557589000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 526 in the X datas point +-------------- + --- Configuration: 100000-3-0 + --- Energy efficiency: 10074338544.11704 + --- Energy: 55.34744693526562 + --- Workload: 557589000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.6323 mAh) is far from the median. +--- Median :55.34744693526562, the gap is : 10 +--- So yes we remove this configuration '000000-3-0' +--- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '000000-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 758 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6028999487.535044 + --- Energy: 12.654544813790569 + --- Workload: 76294200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 612 in the X datas point +-------------- + --- Configuration: 100100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11460109650.329136 + --- Energy: 77.70891264945926 + --- Workload: 890553000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 647 in the X datas point +-------------- + --- Configuration: 001100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12879909016.32271 + --- Energy: 72.82903936158382 + --- Workload: 938032000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 666 in the X datas point +-------------- + --- Configuration: 010000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12860297304.353083 + --- Energy: 72.53963798699066 + --- Workload: 932881000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 421 in the X datas point +-------------- + --- Configuration: 000022-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 758 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6028999487.535044 + --- Energy: 12.654544813790569 + --- Workload: 76294200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 666 in the X datas point +-------------- + --- Configuration: 010000-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12860297304.353083 + --- Energy: 72.53963798699066 + --- Workload: 932881000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 647 in the X datas point +-------------- + --- Configuration: 001100-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12879909016.32271 + --- Energy: 72.82903936158382 + --- Workload: 938032000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 612 in the X datas point +-------------- + --- Configuration: 100100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11460109650.329136 + --- Energy: 77.70891264945926 + --- Workload: 890553000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 421 in the X datas point +-------------- + --- Configuration: 000022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (115.13669 mAh) is far from the median. +--- Median :74.8050514094236, the gap is : 10 +--- So yes we remove this configuration '000000-3-3' +--- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 3.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '300000-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 512 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11872339111.996523 + --- Energy: 50.4557052793426 + --- Workload: 599027000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 512 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11872339111.996523 + --- Energy: 50.4557052793426 + --- Workload: 599027000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (73.04875 mAh) is far from the median. +--- Median :53.6505919747787, the gap is : 10 +--- So yes we remove this configuration '300000-3-0' +--- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0, 0, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '330000-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 512 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11872339111.996523 + --- Energy: 50.4557052793426 + --- Workload: 599027000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 534 in the X datas point +-------------- + --- Configuration: 220000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10849423027.683388 + --- Energy: 53.29091998643152 + --- Workload: 578176000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 764 in the X datas point +-------------- + --- Configuration: 330030-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5810507722.1647625 + --- Energy: 13.028609429521124 + --- Workload: 75702900000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 764 in the X datas point +-------------- + --- Configuration: 330030-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5810507722.1647625 + --- Energy: 13.028609429521124 + --- Workload: 75702900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 512 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11872339111.996523 + --- Energy: 50.4557052793426 + --- Workload: 599027000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 534 in the X datas point +-------------- + --- Configuration: 220000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10849423027.683388 + --- Energy: 53.29091998643152 + --- Workload: 578176000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 534 in the X datas point +-------------- + --- Configuration: 220000-3-0 + --- Energy efficiency: 10849423027.683388 + --- Energy: 53.29091998643152 + --- Workload: 578176000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (79.00024 mAh) is far from the median. +--- Median :53.29091998643152, the gap is : 10 +--- So yes we remove this configuration '330000-3-0' +--- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 0, 0, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '333000-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 512 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11872339111.996523 + --- Energy: 50.4557052793426 + --- Workload: 599027000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 534 in the X datas point +-------------- + --- Configuration: 220000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10849423027.683388 + --- Energy: 53.29091998643152 + --- Workload: 578176000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 512 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11872339111.996523 + --- Energy: 50.4557052793426 + --- Workload: 599027000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 534 in the X datas point +-------------- + --- Configuration: 220000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10849423027.683388 + --- Energy: 53.29091998643152 + --- Workload: 578176000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (92.14393 mAh) is far from the median. +--- Median :58.2884375590111, the gap is : 10 +--- So yes we remove this configuration '333000-3-0' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 0, 0, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '300000-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 686 in the X datas point +-------------- + --- Configuration: 300003-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12797379096.760984 + --- Energy: 88.86270165652928 + --- Workload: 1137210000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 571 in the X datas point +-------------- + --- Configuration: 220000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13209690629.045467 + --- Energy: 73.69017863100204 + --- Workload: 973425000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 658 in the X datas point +-------------- + --- Configuration: 003000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12284333175.684391 + --- Energy: 71.49261933404156 + --- Workload: 878239000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 682 in the X datas point +-------------- + --- Configuration: 300000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13144404427.03541 + --- Energy: 70.39204293589904 + --- Workload: 925262000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 729 in the X datas point +-------------- + --- Configuration: 300000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12935790616.11877 + --- Energy: 71.63108945590916 + --- Workload: 926605000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 682 in the X datas point +-------------- + --- Configuration: 300000-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13144404427.03541 + --- Energy: 70.39204293589904 + --- Workload: 925262000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 658 in the X datas point +-------------- + --- Configuration: 003000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12284333175.684391 + --- Energy: 71.49261933404156 + --- Workload: 878239000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 729 in the X datas point +-------------- + --- Configuration: 300000-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12935790616.11877 + --- Energy: 71.63108945590916 + --- Workload: 926605000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 571 in the X datas point +-------------- + --- Configuration: 220000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13209690629.045467 + --- Energy: 73.69017863100204 + --- Workload: 973425000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 686 in the X datas point +-------------- + --- Configuration: 300003-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12797379096.760984 + --- Energy: 88.86270165652928 + --- Workload: 1137210000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (96.57158 mAh) is far from the median. +--- Median :75.3849371705881, the gap is : 10 +--- So yes we remove this configuration '300000-3-3' +--- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0, 0, 3.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '330303-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330303-1-1' +--- Neighbour 0 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 514 in the X datas point +-------------- + --- Configuration: 330303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 581 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15557640279.352987 + --- Energy: 50.470000516399516 + --- Workload: 785194000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330303-1-1' +--- Neighbour 0 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 581 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15557640279.352987 + --- Energy: 50.470000516399516 + --- Workload: 785194000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 514 in the X datas point +-------------- + --- Configuration: 330303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (66.12237864852598 mAh) it is NOT far from the median. +--- Median :66.12237864852598, the gap is : 10 +--- So No we don't romove this configuration '330303-1-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '333333-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-3-0' +--- Neighbour 0 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 476 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15954255957.319174 + --- Energy: 64.94187940590403 + --- Workload: 1036100000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-3-0' +--- Neighbour 0 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 476 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15954255957.319174 + --- Energy: 64.94187940590403 + --- Workload: 1036100000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (83.8569021514259 mAh) is far from the median. +--- Median :71.5079965571832, the gap is : 10 +--- So yes we remove this configuration '333333-3-0' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 0, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '022202-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022202-2-2' +--- Neighbour 0 in the list of neghbours, And at position 320 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15067865666.964005 + --- Energy: 86.55908372523825 + --- Workload: 1304260000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 516 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14984708105.378462 + --- Energy: 87.20829086123818 + --- Workload: 1306790000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022202-2-2' +--- Neighbour 0 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 320 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15067865666.964005 + --- Energy: 86.55908372523825 + --- Workload: 1304260000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 516 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14984708105.378462 + --- Energy: 87.20829086123818 + --- Workload: 1306790000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (86.55908372523825 mAh) is far from the median. +--- Median :75.2161891555095, the gap is : 10 +--- So yes we remove this configuration '022202-2-2' +--- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 0, 1, 2.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '100111-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100111-1-0' +--- Neighbour 0 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 616 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10481279386.887081 + --- Energy: 32.55567293709175 + --- Workload: 341225000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100111-1-0' +--- Neighbour 0 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 616 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10481279386.887081 + --- Energy: 32.55567293709175 + --- Workload: 341225000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (31.96295936672102 mAh) it is NOT far from the median. +--- Median :31.96295936672102, the gap is : 10 +--- So No we don't romove this configuration '100111-1-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '303033-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303033-3-1' +--- Neighbour 0 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 203 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 544 in the X datas point +-------------- + --- Configuration: 202022-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 129 in the X datas point +-------------- + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303033-3-1' +--- Neighbour 0 in the list of neghbours, And at position 544 in the X datas point +-------------- + --- Configuration: 202022-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 203 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 129 in the X datas point +-------------- + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (82.9689480595376 mAh) it is NOT far from the median. +--- Median :82.9689480595376, the gap is : 10 +--- So No we don't romove this configuration '303033-3-1' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '101111-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101111-1-3' +--- Neighbour 0 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 247 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 253 in the X datas point +-------------- + --- Configuration: 101111-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12089851778.417196 + --- Energy: 58.0655432702143 + --- Workload: 702004000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 405 in the X datas point +-------------- + --- Configuration: 101101-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5642481111.794478 + --- Energy: 13.362479905568 + --- Workload: 75397700000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 406 in the X datas point +-------------- + --- Configuration: 202222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10660117090.726126 + --- Energy: 17.65816139009 + --- Workload: 188238000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 706 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13008417747.124165 + --- Energy: 74.45417223065692 + --- Workload: 968531000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101111-1-3' +--- Neighbour 0 in the list of neghbours, And at position 405 in the X datas point +-------------- + --- Configuration: 101101-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5642481111.794478 + --- Energy: 13.362479905568 + --- Workload: 75397700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 406 in the X datas point +-------------- + --- Configuration: 202222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10660117090.726126 + --- Energy: 17.65816139009 + --- Workload: 188238000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 253 in the X datas point +-------------- + --- Configuration: 101111-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12089851778.417196 + --- Energy: 58.0655432702143 + --- Workload: 702004000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 247 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 706 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13008417747.124165 + --- Energy: 74.45417223065692 + --- Workload: 968531000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (71.2294033945321 mAh) it is NOT far from the median. +--- Median :71.2294033945321, the gap is : 10 +--- So No we don't romove this configuration '101111-1-3' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '002220-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002220-1-1' +--- Neighbour 0 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 629 in the X datas point +-------------- + --- Configuration: 002220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9568096140.230017 + --- Energy: 30.98063125088282 + --- Workload: 296427000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 372 in the X datas point +-------------- + --- Configuration: 022220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11478960786.722055 + --- Energy: 33.8887834603504 + --- Workload: 389008000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 431 in the X datas point +-------------- + --- Configuration: 003030-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11942166476.189112 + --- Energy: 38.31727344984162 + --- Workload: 457591000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 457 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 523 in the X datas point +-------------- + --- Configuration: 202220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 533 in the X datas point +-------------- + --- Configuration: 000110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12859238913.085691 + --- Energy: 36.48721262882221 + --- Workload: 469198000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 674 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13890586627.254442 + --- Energy: 40.077884631026805 + --- Workload: 556705000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002220-1-1' +--- Neighbour 0 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 629 in the X datas point +-------------- + --- Configuration: 002220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9568096140.230017 + --- Energy: 30.98063125088282 + --- Workload: 296427000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 372 in the X datas point +-------------- + --- Configuration: 022220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11478960786.722055 + --- Energy: 33.8887834603504 + --- Workload: 389008000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 533 in the X datas point +-------------- + --- Configuration: 000110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12859238913.085691 + --- Energy: 36.48721262882221 + --- Workload: 469198000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 431 in the X datas point +-------------- + --- Configuration: 003030-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11942166476.189112 + --- Energy: 38.31727344984162 + --- Workload: 457591000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 674 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13890586627.254442 + --- Energy: 40.077884631026805 + --- Workload: 556705000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 457 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 523 in the X datas point +-------------- + --- Configuration: 202220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (37.62672702026895 mAh) it is NOT far from the median. +--- Median :37.62672702026895, the gap is : 10 +--- So No we don't romove this configuration '002220-1-1' + --- remove_aberrant_points: The value [1.0, 0, 0, 1, 1, 1, 0, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '111110-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111110-1-1' +--- Neighbour 0 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 341 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 417 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 490 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929324771.852247 + --- Energy: 40.838573735993684 + --- Workload: 650531000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 721 in the X datas point +-------------- + --- Configuration: 111010-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13671885681.160686 + --- Energy: 40.784636165372405 + --- Workload: 557603000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111110-1-1' +--- Neighbour 0 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 417 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 341 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 721 in the X datas point +-------------- + --- Configuration: 111010-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13671885681.160686 + --- Energy: 40.784636165372405 + --- Workload: 557603000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 490 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929324771.852247 + --- Energy: 40.838573735993684 + --- Workload: 650531000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 341 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (40.36593190681932 mAh) it is NOT far from the median. +--- Median :40.36593190681932, the gap is : 10 +--- So No we don't romove this configuration '111110-1-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 0, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '220222-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220222-3-3' +--- Neighbour 0 in the list of neghbours, And at position 326 in the X datas point +-------------- + --- Configuration: 220222-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14253216951.065857 + --- Energy: 99.56004804973213 + --- Workload: 1419050000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 263 in the X datas point +-------------- + --- Configuration: 110111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5358769626.493757 + --- Energy: 14.0838858431668 + --- Workload: 75472200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 471 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14772139744.44198 + --- Energy: 98.66003637723567 + --- Workload: 1457420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 548 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14753135779.009829 + --- Energy: 97.4477993087831 + --- Workload: 1437660000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220222-3-3' +--- Neighbour 0 in the list of neghbours, And at position 263 in the X datas point +-------------- + --- Configuration: 110111-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5358769626.493757 + --- Energy: 14.0838858431668 + --- Workload: 75472200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 548 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14753135779.009829 + --- Energy: 97.4477993087831 + --- Workload: 1437660000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 471 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14772139744.44198 + --- Energy: 98.66003637723567 + --- Workload: 1457420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 326 in the X datas point +-------------- + --- Configuration: 220222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14253216951.065857 + --- Energy: 99.56004804973213 + --- Workload: 1419050000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 548 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Energy efficiency: 14753135779.009829 + --- Energy: 97.4477993087831 + --- Workload: 1437660000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (97.4477993087831 mAh) it is NOT far from the median. +--- Median :97.4477993087831, the gap is : 10 +--- So No we don't romove this configuration '220222-3-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '022202-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022202-2-3' +--- Neighbour 0 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 320 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15067865666.964005 + --- Energy: 86.55908372523825 + --- Workload: 1304260000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 410 in the X datas point +-------------- + --- Configuration: 022002-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13145579404.557837 + --- Energy: 93.70148281455602 + --- Workload: 1231760000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 507 in the X datas point +-------------- + --- Configuration: 022222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14938304801.171164 + --- Energy: 95.11984019839312 + --- Workload: 1420930000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 516 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14984708105.378462 + --- Energy: 87.20829086123818 + --- Workload: 1306790000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 202 in the X datas point +-------------- + --- Configuration: 111101-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12740395334.46723 + --- Energy: 93.4131245697236 + --- Workload: 1190120000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022202-2-3' +--- Neighbour 0 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 320 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15067865666.964005 + --- Energy: 86.55908372523825 + --- Workload: 1304260000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 516 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14984708105.378462 + --- Energy: 87.20829086123818 + --- Workload: 1306790000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 202 in the X datas point +-------------- + --- Configuration: 111101-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12740395334.46723 + --- Energy: 93.4131245697236 + --- Workload: 1190120000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 410 in the X datas point +-------------- + --- Configuration: 022002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13145579404.557837 + --- Energy: 93.70148281455602 + --- Workload: 1231760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 507 in the X datas point +-------------- + --- Configuration: 022222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14938304801.171164 + --- Energy: 95.11984019839312 + --- Workload: 1420930000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (91.64266045689709 mAh) it is NOT far from the median. +--- Median :91.64266045689709, the gap is : 10 +--- So No we don't romove this configuration '022202-2-3' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 0, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '000100-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000100-0-2' +--- Neighbour 0 in the list of neghbours, And at position 328 in the X datas point +-------------- + --- Configuration: 000100-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10298586930.887213 + --- Energy: 49.6365268588524 + --- Workload: 511186000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 120 in the X datas point +-------------- + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 123 in the X datas point +-------------- + --- Configuration: 010110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607229911.367193 + --- Energy: 52.6902862777189 + --- Workload: 611588000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 296 in the X datas point +-------------- + --- Configuration: 000000-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 66 in the X datas point +-------------- + --- Configuration: 101101-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 346 in the X datas point +-------------- + --- Configuration: 011101-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12422560861.231298 + --- Energy: 53.13375305902614 + --- Workload: 660057000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 371 in the X datas point +-------------- + --- Configuration: 000222-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12894540709.354473 + --- Energy: 60.6815823315127 + --- Workload: 782461000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000100-0-2' +--- Neighbour 0 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 328 in the X datas point +-------------- + --- Configuration: 000100-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10298586930.887213 + --- Energy: 49.6365268588524 + --- Workload: 511186000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 120 in the X datas point +-------------- + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 123 in the X datas point +-------------- + --- Configuration: 010110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607229911.367193 + --- Energy: 52.6902862777189 + --- Workload: 611588000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 346 in the X datas point +-------------- + --- Configuration: 011101-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12422560861.231298 + --- Energy: 53.13375305902614 + --- Workload: 660057000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 66 in the X datas point +-------------- + --- Configuration: 101101-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 371 in the X datas point +-------------- + --- Configuration: 000222-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12894540709.354473 + --- Energy: 60.6815823315127 + --- Workload: 782461000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 296 in the X datas point +-------------- + --- Configuration: 000000-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 120 in the X datas point +-------------- + --- Configuration: 100110-0-2 + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (51.630790443296 mAh) it is NOT far from the median. +--- Median :51.630790443296, the gap is : 10 +--- So No we don't romove this configuration '000100-0-2' + --- remove_aberrant_points: The value [0.0, 0, 0, 0, 1, 0, 0, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '011001-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011001-2-1' +--- Neighbour 0 in the list of neghbours, And at position 329 in the X datas point +-------------- + --- Configuration: 011001-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 551 in the X datas point +-------------- + --- Configuration: 011001-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12797903191.541098 + --- Energy: 64.71265249480714 + --- Workload: 828186000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 446 in the X datas point +-------------- + --- Configuration: 011000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11398700320.189491 + --- Energy: 41.92258529337472 + --- Workload: 477863000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 633 in the X datas point +-------------- + --- Configuration: 011000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13654169915.221258 + --- Energy: 71.4589837097857 + --- Workload: 975713000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 648 in the X datas point +-------------- + --- Configuration: 022002-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14232302487.66415 + --- Energy: 64.65330182509297 + --- Workload: 920166000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011001-2-1' +--- Neighbour 0 in the list of neghbours, And at position 446 in the X datas point +-------------- + --- Configuration: 011000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11398700320.189491 + --- Energy: 41.92258529337472 + --- Workload: 477863000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 329 in the X datas point +-------------- + --- Configuration: 011001-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 648 in the X datas point +-------------- + --- Configuration: 022002-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14232302487.66415 + --- Energy: 64.65330182509297 + --- Workload: 920166000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 551 in the X datas point +-------------- + --- Configuration: 011001-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12797903191.541098 + --- Energy: 64.71265249480714 + --- Workload: 828186000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 633 in the X datas point +-------------- + --- Configuration: 011000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13654169915.221258 + --- Energy: 71.4589837097857 + --- Workload: 975713000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (58.70580259207987 mAh) it is NOT far from the median. +--- Median :58.70580259207987, the gap is : 10 +--- So No we don't romove this configuration '011001-2-1' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 0, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '222222-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-3-2' +--- Neighbour 0 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 330 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15386698506.874779 + --- Energy: 100.44256053548322 + --- Workload: 1545480000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-3-2' +--- Neighbour 0 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 330 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15386698506.874779 + --- Energy: 100.44256053548322 + --- Workload: 1545480000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (97.28797445994333 mAh) it is NOT far from the median. +--- Median :97.28797445994333, the gap is : 10 +--- So No we don't romove this configuration '222222-3-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '220202-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220202-2-3' +--- Neighbour 0 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 548 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14753135779.009829 + --- Energy: 97.4477993087831 + --- Workload: 1437660000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220202-2-3' +--- Neighbour 0 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 548 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14753135779.009829 + --- Energy: 97.4477993087831 + --- Workload: 1437660000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (88.45960297015073 mAh) it is NOT far from the median. +--- Median :88.45960297015073, the gap is : 10 +--- So No we don't romove this configuration '220202-2-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 0, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '222222-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-1-3' +--- Neighbour 0 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-1-3' +--- Neighbour 0 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (85.86709418709174 mAh) it is NOT far from the median. +--- Median :85.86709418709174, the gap is : 10 +--- So No we don't romove this configuration '222222-1-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '011111-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011111-3-1' +--- Neighbour 0 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 543 in the X datas point +-------------- + --- Configuration: 022222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15333190223.557913 + --- Energy: 75.06196238428772 + --- Workload: 1150940000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011111-3-1' +--- Neighbour 0 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 543 in the X datas point +-------------- + --- Configuration: 022222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15333190223.557913 + --- Energy: 75.06196238428772 + --- Workload: 1150940000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (67.49357382359369 mAh) it is NOT far from the median. +--- Median :67.49357382359369, the gap is : 10 +--- So No we don't romove this configuration '011111-3-1' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '333300-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333300-2-2' +--- Neighbour 0 in the list of neghbours, And at position 334 in the X datas point +-------------- + --- Configuration: 333300-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 715 in the X datas point +-------------- + --- Configuration: 333303-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14664670316.214285 + --- Energy: 99.6674290491051 + --- Workload: 1461590000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 717 in the X datas point +-------------- + --- Configuration: 333300-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12977490542.653767 + --- Energy: 88.00551228316039 + --- Workload: 1142090000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333300-2-2' +--- Neighbour 0 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 334 in the X datas point +-------------- + --- Configuration: 333300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 717 in the X datas point +-------------- + --- Configuration: 333300-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977490542.653767 + --- Energy: 88.00551228316039 + --- Workload: 1142090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 715 in the X datas point +-------------- + --- Configuration: 333303-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14664670316.214285 + --- Energy: 99.6674290491051 + --- Workload: 1461590000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 334 in the X datas point +-------------- + --- Configuration: 333300-2-2 + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (73.5143630448687 mAh) it is NOT far from the median. +--- Median :73.5143630448687, the gap is : 10 +--- So No we don't romove this configuration '333300-2-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 0, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '333030-0-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333030-0-1' +--- Neighbour 0 in the list of neghbours, And at position 335 in the X datas point +-------------- + --- Configuration: 333030-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11193557883.566849 + --- Energy: 34.531211142434685 + --- Workload: 386527000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 77 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333030-0-1' +--- Neighbour 0 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 335 in the X datas point +-------------- + --- Configuration: 333030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11193557883.566849 + --- Energy: 34.531211142434685 + --- Workload: 386527000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 77 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (35.64181472293627 mAh) it is NOT far from the median. +--- Median :35.64181472293627, the gap is : 10 +--- So No we don't romove this configuration '333030-0-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 0, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '030333-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030333-2-2' +--- Neighbour 0 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 665 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14846663657.742832 + --- Energy: 77.43016666098337 + --- Workload: 1149580000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 382 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 592 in the X datas point +-------------- + --- Configuration: 020222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14904373539.371391 + --- Energy: 87.53002178089183 + --- Workload: 1304580000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030333-2-2' +--- Neighbour 0 in the list of neghbours, And at position 665 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14846663657.742832 + --- Energy: 77.43016666098337 + --- Workload: 1149580000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 592 in the X datas point +-------------- + --- Configuration: 020222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14904373539.371391 + --- Energy: 87.53002178089183 + --- Workload: 1304580000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 382 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (89.99138924115384 mAh) it is NOT far from the median. +--- Median :89.99138924115384, the gap is : 10 +--- So No we don't romove this configuration '030333-2-2' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '001011-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '001011-1-0' +--- Neighbour 0 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 442 in the X datas point +-------------- + --- Configuration: 101011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 448 in the X datas point +-------------- + --- Configuration: 001011-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11898288669.140718 + --- Energy: 44.48907436947681 + --- Workload: 529344000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 524 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8465178488.288426 + --- Energy: 29.660392939079458 + --- Workload: 251081000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 537 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8558932529.934866 + --- Energy: 29.331584322088812 + --- Workload: 251046000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 610 in the X datas point +-------------- + --- Configuration: 001111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10299849210.207561 + --- Energy: 33.008552866909774 + --- Workload: 339983000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '001011-1-0' +--- Neighbour 0 in the list of neghbours, And at position 537 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8558932529.934866 + --- Energy: 29.331584322088812 + --- Workload: 251046000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 524 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8465178488.288426 + --- Energy: 29.660392939079458 + --- Workload: 251081000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 610 in the X datas point +-------------- + --- Configuration: 001111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10299849210.207561 + --- Energy: 33.008552866909774 + --- Workload: 339983000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 442 in the X datas point +-------------- + --- Configuration: 101011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 448 in the X datas point +-------------- + --- Configuration: 001011-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11898288669.140718 + --- Energy: 44.48907436947681 + --- Workload: 529344000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 610 in the X datas point +-------------- + --- Configuration: 001111-1-0 + --- Energy efficiency: 10299849210.207561 + --- Energy: 33.008552866909774 + --- Workload: 339983000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (33.008552866909774 mAh) it is NOT far from the median. +--- Median :33.008552866909774, the gap is : 10 +--- So No we don't romove this configuration '001011-1-0' + --- remove_aberrant_points: The value [0.0, 0, 0, 1, 0, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '033333-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033333-0-2' +--- Neighbour 0 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 338 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12910472329.630178 + --- Energy: 89.67295919976871 + --- Workload: 1157720000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033333-0-2' +--- Neighbour 0 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 338 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12910472329.630178 + --- Energy: 89.67295919976871 + --- Workload: 1157720000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (80.89218696331669 mAh) it is NOT far from the median. +--- Median :80.89218696331669, the gap is : 10 +--- So No we don't romove this configuration '033333-0-2' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '220002-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220002-1-0' +--- Neighbour 0 in the list of neghbours, And at position 339 in the X datas point +-------------- + --- Configuration: 220002-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12468874571.85002 + --- Energy: 37.3545557848716 + --- Workload: 465769000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 700 in the X datas point +-------------- + --- Configuration: 220002-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8919094890.250538 + --- Energy: 32.30311403168223 + --- Workload: 288115000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 774 in the X datas point +-------------- + --- Configuration: 330003-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10281708532.07019 + --- Energy: 24.722444893035714 + --- Workload: 254189000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 445 in the X datas point +-------------- + --- Configuration: 200022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11839826096.634293 + --- Energy: 39.46922201479768 + --- Workload: 467309000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 581 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15557640279.352987 + --- Energy: 50.470000516399516 + --- Workload: 785194000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220002-1-0' +--- Neighbour 0 in the list of neghbours, And at position 774 in the X datas point +-------------- + --- Configuration: 330003-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10281708532.07019 + --- Energy: 24.722444893035714 + --- Workload: 254189000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 700 in the X datas point +-------------- + --- Configuration: 220002-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8919094890.250538 + --- Energy: 32.30311403168223 + --- Workload: 288115000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 339 in the X datas point +-------------- + --- Configuration: 220002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12468874571.85002 + --- Energy: 37.3545557848716 + --- Workload: 465769000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 445 in the X datas point +-------------- + --- Configuration: 200022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11839826096.634293 + --- Energy: 39.46922201479768 + --- Workload: 467309000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 581 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15557640279.352987 + --- Energy: 50.470000516399516 + --- Workload: 785194000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 339 in the X datas point +-------------- + --- Configuration: 220002-1-0 + --- Energy efficiency: 12468874571.85002 + --- Energy: 37.3545557848716 + --- Workload: 465769000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (37.3545557848716 mAh) it is NOT far from the median. +--- Median :37.3545557848716, the gap is : 10 +--- So No we don't romove this configuration '220002-1-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '330333-0-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330333-0-3' +--- Neighbour 0 in the list of neghbours, And at position 340 in the X datas point +-------------- + --- Configuration: 330333-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12362391133.693079 + --- Energy: 92.82346734847745 + --- Workload: 1147520000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 215 in the X datas point +-------------- + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 482 in the X datas point +-------------- + --- Configuration: 220222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13826458587.682562 + --- Energy: 73.62693555372604 + --- Workload: 1018000000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 137 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12840398976.87701 + --- Energy: 86.4225033041374 + --- Workload: 1109700000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 354 in the X datas point +-------------- + --- Configuration: 330033-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13506559460.602041 + --- Energy: 80.9473075242288 + --- Workload: 1093320000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330333-0-3' +--- Neighbour 0 in the list of neghbours, And at position 482 in the X datas point +-------------- + --- Configuration: 220222-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13826458587.682562 + --- Energy: 73.62693555372604 + --- Workload: 1018000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 354 in the X datas point +-------------- + --- Configuration: 330033-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13506559460.602041 + --- Energy: 80.9473075242288 + --- Workload: 1093320000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 137 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12840398976.87701 + --- Energy: 86.4225033041374 + --- Workload: 1109700000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 215 in the X datas point +-------------- + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 340 in the X datas point +-------------- + --- Configuration: 330333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12362391133.693079 + --- Energy: 92.82346734847745 + --- Workload: 1147520000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (83.5550372075793 mAh) it is NOT far from the median. +--- Median :83.5550372075793, the gap is : 10 +--- So No we don't romove this configuration '330333-0-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '111111-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-1-1' +--- Neighbour 0 in the list of neghbours, And at position 341 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 490 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15929324771.852247 + --- Energy: 40.838573735993684 + --- Workload: 650531000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-1-1' +--- Neighbour 0 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 341 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 490 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929324771.852247 + --- Energy: 40.838573735993684 + --- Workload: 650531000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (41.43583708148781 mAh) it is NOT far from the median. +--- Median :41.43583708148781, the gap is : 10 +--- So No we don't romove this configuration '111111-1-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '222222-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-3-3' +--- Neighbour 0 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-3-3' +--- Neighbour 0 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (97.28797445994333 mAh) it is NOT far from the median. +--- Median :97.28797445994333, the gap is : 10 +--- So No we don't romove this configuration '222222-3-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '220022-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220022-3-2' +--- Neighbour 0 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 471 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14772139744.44198 + --- Energy: 98.66003637723567 + --- Workload: 1457420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220022-3-2' +--- Neighbour 0 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 471 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14772139744.44198 + --- Energy: 98.66003637723567 + --- Workload: 1457420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (88.45960297015073 mAh) it is NOT far from the median. +--- Median :88.45960297015073, the gap is : 10 +--- So No we don't romove this configuration '220022-3-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '303303-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303303-1-3' +--- Neighbour 0 in the list of neghbours, And at position 344 in the X datas point +-------------- + --- Configuration: 303303-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13438548206.760126 + --- Energy: 83.98672527663341 + --- Workload: 1128660000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 741 in the X datas point +-------------- + --- Configuration: 300303-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10679972488.39087 + --- Energy: 23.671865117505998 + --- Workload: 252815000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 766 in the X datas point +-------------- + --- Configuration: 303333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10578417278.363646 + --- Energy: 23.863863929112192 + --- Workload: 252442000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 137 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12840398976.87701 + --- Energy: 86.4225033041374 + --- Workload: 1109700000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 394 in the X datas point +-------------- + --- Configuration: 222202-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14354884321.164698 + --- Energy: 82.7028685460665 + --- Workload: 1187190000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303303-1-3' +--- Neighbour 0 in the list of neghbours, And at position 741 in the X datas point +-------------- + --- Configuration: 300303-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10679972488.39087 + --- Energy: 23.671865117505998 + --- Workload: 252815000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 766 in the X datas point +-------------- + --- Configuration: 303333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10578417278.363646 + --- Energy: 23.863863929112192 + --- Workload: 252442000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 394 in the X datas point +-------------- + --- Configuration: 222202-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14354884321.164698 + --- Energy: 82.7028685460665 + --- Workload: 1187190000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 344 in the X datas point +-------------- + --- Configuration: 303303-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438548206.760126 + --- Energy: 83.98672527663341 + --- Workload: 1128660000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 137 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12840398976.87701 + --- Energy: 86.4225033041374 + --- Workload: 1109700000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (83.8645825370609 mAh) it is NOT far from the median. +--- Median :83.8645825370609, the gap is : 10 +--- So No we don't romove this configuration '303303-1-3' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '011111-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011111-2-0' +--- Neighbour 0 in the list of neghbours, And at position 345 in the X datas point +-------------- + --- Configuration: 011111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 704 in the X datas point +-------------- + --- Configuration: 011111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11754748918.563099 + --- Energy: 32.64170010691823 + --- Workload: 383695000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011111-2-0' +--- Neighbour 0 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 704 in the X datas point +-------------- + --- Configuration: 011111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11754748918.563099 + --- Energy: 32.64170010691823 + --- Workload: 383695000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 345 in the X datas point +-------------- + --- Configuration: 011111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (46.3133982052407 mAh) it is NOT far from the median. +--- Median :46.3133982052407, the gap is : 10 +--- So No we don't romove this configuration '011111-2-0' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 1, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '011101-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011101-0-2' +--- Neighbour 0 in the list of neghbours, And at position 346 in the X datas point +-------------- + --- Configuration: 011101-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12422560861.231298 + --- Energy: 53.13375305902614 + --- Workload: 660057000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 1 in the X datas point +-------------- + --- Configuration: 011001-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11271402985.343796 + --- Energy: 64.71129799002061 + --- Workload: 729387000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 66 in the X datas point +-------------- + --- Configuration: 101101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 378 in the X datas point +-------------- + --- Configuration: 111101-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11645632713.048117 + --- Energy: 67.4694443841449 + --- Workload: 785724000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011101-0-2' +--- Neighbour 0 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 346 in the X datas point +-------------- + --- Configuration: 011101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422560861.231298 + --- Energy: 53.13375305902614 + --- Workload: 660057000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 66 in the X datas point +-------------- + --- Configuration: 101101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 1 in the X datas point +-------------- + --- Configuration: 011001-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11271402985.343796 + --- Energy: 64.71129799002061 + --- Workload: 729387000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 378 in the X datas point +-------------- + --- Configuration: 111101-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11645632713.048117 + --- Energy: 67.4694443841449 + --- Workload: 785724000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (56.046315848522 mAh) it is NOT far from the median. +--- Median :56.046315848522, the gap is : 10 +--- So No we don't romove this configuration '011101-0-2' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 0, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '111110-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111110-2-0' +--- Neighbour 0 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111110-2-0' +--- Neighbour 0 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (43.78047104305274 mAh) it is NOT far from the median. +--- Median :43.78047104305274, the gap is : 10 +--- So No we don't romove this configuration '111110-2-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 0, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '333330-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333330-0-2' +--- Neighbour 0 in the list of neghbours, And at position 348 in the X datas point +-------------- + --- Configuration: 333330-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12855040139.862837 + --- Energy: 54.89737027002233 + --- Workload: 705708000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 454 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13293134893.415646 + --- Energy: 66.54311678610547 + --- Workload: 884567000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 663 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13587842685.392525 + --- Energy: 64.90106538269521 + --- Workload: 881865000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333330-0-2' +--- Neighbour 0 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 348 in the X datas point +-------------- + --- Configuration: 333330-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12855040139.862837 + --- Energy: 54.89737027002233 + --- Workload: 705708000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 663 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13587842685.392525 + --- Energy: 64.90106538269521 + --- Workload: 881865000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 454 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13293134893.415646 + --- Energy: 66.54311678610547 + --- Workload: 884567000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 663 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Energy efficiency: 13587842685.392525 + --- Energy: 64.90106538269521 + --- Workload: 881865000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (54.89737027002233 mAh) is far from the median. +--- Median :64.90106538269521, the gap is : 10 +--- So yes we remove this configuration '333330-0-2' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 0, 0.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '333333-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-2-0' +--- Neighbour 0 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 360 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-2-0' +--- Neighbour 0 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 360 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.38792641178887 mAh) it is NOT far from the median. +--- Median :77.38792641178887, the gap is : 10 +--- So No we don't romove this configuration '333333-2-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '300300-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300300-3-0' +--- Neighbour 0 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300300-3-0' +--- Neighbour 0 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (53.6505919747787 mAh) it is NOT far from the median. +--- Median :53.6505919747787, the gap is : 10 +--- So No we don't romove this configuration '300300-3-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 1, 0, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '033033-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033033-1-2' +--- Neighbour 0 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 365 in the X datas point +-------------- + --- Configuration: 033030-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12790717009.223387 + --- Energy: 62.0291609855632 + --- Workload: 793397000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 719 in the X datas point +-------------- + --- Configuration: 030033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12443630354.494143 + --- Energy: 85.62206665875647 + --- Workload: 1065450000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033033-1-2' +--- Neighbour 0 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 365 in the X datas point +-------------- + --- Configuration: 033030-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12790717009.223387 + --- Energy: 62.0291609855632 + --- Workload: 793397000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 719 in the X datas point +-------------- + --- Configuration: 030033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12443630354.494143 + --- Energy: 85.62206665875647 + --- Workload: 1065450000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (83.3035486563878 mAh) it is NOT far from the median. +--- Median :83.3035486563878, the gap is : 10 +--- So No we don't romove this configuration '033033-1-2' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '222220-0-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222220-0-3' +--- Neighbour 0 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 352 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11831169215.2977 + --- Energy: 61.61278385319 + --- Workload: 728951000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 220020-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222220-0-3' +--- Neighbour 0 in the list of neghbours, And at position 352 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11831169215.2977 + --- Energy: 61.61278385319 + --- Workload: 728951000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 220020-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (67.53882894703122 mAh) it is NOT far from the median. +--- Median :67.53882894703122, the gap is : 10 +--- So No we don't romove this configuration '222220-0-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '111110-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111110-2-1' +--- Neighbour 0 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 763 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6055761451.444905 + --- Energy: 12.504158981784528 + --- Workload: 75722300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111110-2-1' +--- Neighbour 0 in the list of neghbours, And at position 763 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6055761451.444905 + --- Energy: 12.504158981784528 + --- Workload: 75722300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (57.8940253640561 mAh) it is NOT far from the median. +--- Median :57.8940253640561, the gap is : 10 +--- So No we don't romove this configuration '111110-2-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '330033-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330033-1-3' +--- Neighbour 0 in the list of neghbours, And at position 354 in the X datas point +-------------- + --- Configuration: 330033-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13506559460.602041 + --- Energy: 80.9473075242288 + --- Workload: 1093320000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 498 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14397604238.654688 + --- Energy: 83.48198615501106 + --- Workload: 1201940000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 609 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13506887837.45271 + --- Energy: 94.29930793987965 + --- Workload: 1273690000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 340 in the X datas point +-------------- + --- Configuration: 330333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12362391133.693079 + --- Energy: 92.82346734847745 + --- Workload: 1147520000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330033-1-3' +--- Neighbour 0 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 354 in the X datas point +-------------- + --- Configuration: 330033-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13506559460.602041 + --- Energy: 80.9473075242288 + --- Workload: 1093320000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 498 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14397604238.654688 + --- Energy: 83.48198615501106 + --- Workload: 1201940000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 340 in the X datas point +-------------- + --- Configuration: 330333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12362391133.693079 + --- Energy: 92.82346734847745 + --- Workload: 1147520000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 609 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13506887837.45271 + --- Energy: 94.29930793987965 + --- Workload: 1273690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 498 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Energy efficiency: 14397604238.654688 + --- Energy: 83.48198615501106 + --- Workload: 1201940000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (83.48198615501106 mAh) it is NOT far from the median. +--- Median :83.48198615501106, the gap is : 10 +--- So No we don't romove this configuration '330033-1-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '333033-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333033-2-3' +--- Neighbour 0 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 498 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14397604238.654688 + --- Energy: 83.48198615501106 + --- Workload: 1201940000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 594 in the X datas point +-------------- + --- Configuration: 333033-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885404711.826008 + --- Energy: 92.65928549142409 + --- Workload: 1379270000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 609 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13506887837.45271 + --- Energy: 94.29930793987965 + --- Workload: 1273690000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 694 in the X datas point +-------------- + --- Configuration: 333003-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563926900.7381 + --- Energy: 90.43710623240364 + --- Workload: 1317120000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 695 in the X datas point +-------------- + --- Configuration: 333030-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13728569702.694094 + --- Energy: 78.42035817300528 + --- Workload: 1076600000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333033-2-3' +--- Neighbour 0 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 695 in the X datas point +-------------- + --- Configuration: 333030-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13728569702.694094 + --- Energy: 78.42035817300528 + --- Workload: 1076600000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 498 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14397604238.654688 + --- Energy: 83.48198615501106 + --- Workload: 1201940000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 694 in the X datas point +-------------- + --- Configuration: 333003-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563926900.7381 + --- Energy: 90.43710623240364 + --- Workload: 1317120000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 594 in the X datas point +-------------- + --- Configuration: 333033-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885404711.826008 + --- Energy: 92.65928549142409 + --- Workload: 1379270000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 609 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13506887837.45271 + --- Energy: 94.29930793987965 + --- Workload: 1273690000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (87.9883366652468 mAh) it is NOT far from the median. +--- Median :87.9883366652468, the gap is : 10 +--- So No we don't romove this configuration '333033-2-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '022222-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022222-1-0' +--- Neighbour 0 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 704 in the X datas point +-------------- + --- Configuration: 011111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11754748918.563099 + --- Energy: 32.64170010691823 + --- Workload: 383695000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022222-1-0' +--- Neighbour 0 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 704 in the X datas point +-------------- + --- Configuration: 011111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11754748918.563099 + --- Energy: 32.64170010691823 + --- Workload: 383695000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (45.8860959823931 mAh) it is NOT far from the median. +--- Median :45.8860959823931, the gap is : 10 +--- So No we don't romove this configuration '022222-1-0' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '222022-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222022-2-3' +--- Neighbour 0 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 268 in the X datas point +-------------- + --- Configuration: 222002-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222022-2-3' +--- Neighbour 0 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 268 in the X datas point +-------------- + --- Configuration: 222002-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (81.9077463484616 mAh) it is NOT far from the median. +--- Median :81.9077463484616, the gap is : 10 +--- So No we don't romove this configuration '222022-2-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '202222-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202222-1-0' +--- Neighbour 0 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 583 in the X datas point +-------------- + --- Configuration: 202222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15282668231.611895 + --- Energy: 59.2169275668937 + --- Workload: 904992000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 644 in the X datas point +-------------- + --- Configuration: 202202-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13769969898.845802 + --- Energy: 41.393349766173586 + --- Workload: 569985000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202222-1-0' +--- Neighbour 0 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 644 in the X datas point +-------------- + --- Configuration: 202202-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13769969898.845802 + --- Energy: 41.393349766173586 + --- Workload: 569985000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 583 in the X datas point +-------------- + --- Configuration: 202222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15282668231.611895 + --- Energy: 59.2169275668937 + --- Workload: 904992000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (45.1609465048481 mAh) it is NOT far from the median. +--- Median :45.1609465048481, the gap is : 10 +--- So No we don't romove this configuration '202222-1-0' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '100011-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100011-0-0' +--- Neighbour 0 in the list of neghbours, And at position 359 in the X datas point +-------------- + --- Configuration: 100011-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 4992984856.276931 + --- Energy: 24.1374403681183 + --- Workload: 120518000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 250 in the X datas point +-------------- + --- Configuration: 100010-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 442 in the X datas point +-------------- + --- Configuration: 101011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 445 in the X datas point +-------------- + --- Configuration: 200022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11839826096.634293 + --- Energy: 39.46922201479768 + --- Workload: 467309000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 573 in the X datas point +-------------- + --- Configuration: 000111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 4718027109.783772 + --- Energy: 25.382226466175275 + --- Workload: 119754000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100011-0-0' +--- Neighbour 0 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 359 in the X datas point +-------------- + --- Configuration: 100011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 4992984856.276931 + --- Energy: 24.1374403681183 + --- Workload: 120518000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 573 in the X datas point +-------------- + --- Configuration: 000111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 4718027109.783772 + --- Energy: 25.382226466175275 + --- Workload: 119754000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 250 in the X datas point +-------------- + --- Configuration: 100010-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 442 in the X datas point +-------------- + --- Configuration: 101011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 445 in the X datas point +-------------- + --- Configuration: 200022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11839826096.634293 + --- Energy: 39.46922201479768 + --- Workload: 467309000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (27.241716653761866 mAh) it is NOT far from the median. +--- Median :27.241716653761866, the gap is : 10 +--- So No we don't romove this configuration '100011-0-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '333333-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-2-0' +--- Neighbour 0 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 360 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-2-0' +--- Neighbour 0 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 360 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.38792641178887 mAh) it is NOT far from the median. +--- Median :77.38792641178887, the gap is : 10 +--- So No we don't romove this configuration '333333-2-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '010101-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010101-3-0' +--- Neighbour 0 in the list of neghbours, And at position 361 in the X datas point +-------------- + --- Configuration: 010101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12300183518.7381 + --- Energy: 48.5955323771484 + --- Workload: 597734000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 425 in the X datas point +-------------- + --- Configuration: 010100-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10448185359.16682 + --- Energy: 57.70074631354511 + --- Workload: 602868000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 460 in the X datas point +-------------- + --- Configuration: 110101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11763017543.364365 + --- Energy: 58.12337398418788 + --- Workload: 683706000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 477 in the X datas point +-------------- + --- Configuration: 000001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 602 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14237408791.59993 + --- Energy: 62.53995293576916 + --- Workload: 890407000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010101-3-0' +--- Neighbour 0 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 477 in the X datas point +-------------- + --- Configuration: 000001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 361 in the X datas point +-------------- + --- Configuration: 010101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12300183518.7381 + --- Energy: 48.5955323771484 + --- Workload: 597734000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 425 in the X datas point +-------------- + --- Configuration: 010100-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10448185359.16682 + --- Energy: 57.70074631354511 + --- Workload: 602868000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 460 in the X datas point +-------------- + --- Configuration: 110101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11763017543.364365 + --- Energy: 58.12337398418788 + --- Workload: 683706000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 602 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14237408791.59993 + --- Energy: 62.53995293576916 + --- Workload: 890407000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (49.4404352153497 mAh) it is NOT far from the median. +--- Median :49.4404352153497, the gap is : 10 +--- So No we don't romove this configuration '010101-3-0' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 0, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '011111-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011111-2-2' +--- Neighbour 0 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011111-2-2' +--- Neighbour 0 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.3366281487845 mAh) is far from the median. +--- Median :65.20383205963783, the gap is : 10 +--- So yes we remove this configuration '011111-2-2' +--- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 1, 1, 2.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '222222-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-1-0' +--- Neighbour 0 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-1-0' +--- Neighbour 0 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (45.2436589650941 mAh) it is NOT far from the median. +--- Median :45.2436589650941, the gap is : 10 +--- So No we don't romove this configuration '222222-1-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '000033-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000033-1-1' +--- Neighbour 0 in the list of neghbours, And at position 364 in the X datas point +-------------- + --- Configuration: 000033-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 459 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13313575986.569265 + --- Energy: 58.999551683518746 + --- Workload: 785495000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 582 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13451237917.42554 + --- Energy: 58.6370944765814 + --- Workload: 788742000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 431 in the X datas point +-------------- + --- Configuration: 003030-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11942166476.189112 + --- Energy: 38.31727344984162 + --- Workload: 457591000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 588 in the X datas point +-------------- + --- Configuration: 330033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14150676402.332033 + --- Energy: 65.34824041069513 + --- Workload: 924722000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 709 in the X datas point +-------------- + --- Configuration: 030333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13867452119.154696 + --- Energy: 66.87351339419763 + --- Workload: 927365000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 719 in the X datas point +-------------- + --- Configuration: 030033-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12443630354.494143 + --- Energy: 85.62206665875647 + --- Workload: 1065450000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000033-1-1' +--- Neighbour 0 in the list of neghbours, And at position 431 in the X datas point +-------------- + --- Configuration: 003030-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11942166476.189112 + --- Energy: 38.31727344984162 + --- Workload: 457591000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 364 in the X datas point +-------------- + --- Configuration: 000033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 582 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451237917.42554 + --- Energy: 58.6370944765814 + --- Workload: 788742000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 459 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13313575986.569265 + --- Energy: 58.999551683518746 + --- Workload: 785495000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 588 in the X datas point +-------------- + --- Configuration: 330033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14150676402.332033 + --- Energy: 65.34824041069513 + --- Workload: 924722000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 709 in the X datas point +-------------- + --- Configuration: 030333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13867452119.154696 + --- Energy: 66.87351339419763 + --- Workload: 927365000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 719 in the X datas point +-------------- + --- Configuration: 030033-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12443630354.494143 + --- Energy: 85.62206665875647 + --- Workload: 1065450000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 459 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Energy efficiency: 13313575986.569265 + --- Energy: 58.999551683518746 + --- Workload: 785495000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (58.999551683518746 mAh) it is NOT far from the median. +--- Median :58.999551683518746, the gap is : 10 +--- So No we don't romove this configuration '000033-1-1' + --- remove_aberrant_points: The value [2.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '033030-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033030-1-2' +--- Neighbour 0 in the list of neghbours, And at position 365 in the X datas point +-------------- + --- Configuration: 033030-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12790717009.223387 + --- Energy: 62.0291609855632 + --- Workload: 793397000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 127 in the X datas point +-------------- + --- Configuration: 033030-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10395312961.292013 + --- Energy: 67.1483257685157 + --- Workload: 698028000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 431 in the X datas point +-------------- + --- Configuration: 003030-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11942166476.189112 + --- Energy: 38.31727344984162 + --- Workload: 457591000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033030-1-2' +--- Neighbour 0 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 431 in the X datas point +-------------- + --- Configuration: 003030-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11942166476.189112 + --- Energy: 38.31727344984162 + --- Workload: 457591000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 365 in the X datas point +-------------- + --- Configuration: 033030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12790717009.223387 + --- Energy: 62.0291609855632 + --- Workload: 793397000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 127 in the X datas point +-------------- + --- Configuration: 033030-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10395312961.292013 + --- Energy: 67.1483257685157 + --- Workload: 698028000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (62.4755025899128 mAh) it is NOT far from the median. +--- Median :62.4755025899128, the gap is : 10 +--- So No we don't romove this configuration '033030-1-2' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '111111-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-3-0' +--- Neighbour 0 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 744 in the X datas point +-------------- + --- Configuration: 111110-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6030926591.561527 + --- Energy: 12.568567782753549 + --- Workload: 75800200000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-3-0' +--- Neighbour 0 in the list of neghbours, And at position 744 in the X datas point +-------------- + --- Configuration: 111110-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6030926591.561527 + --- Energy: 12.568567782753549 + --- Workload: 75800200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (53.93709917505446 mAh) it is NOT far from the median. +--- Median :53.93709917505446, the gap is : 10 +--- So No we don't romove this configuration '111111-3-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '220202-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220202-3-1' +--- Neighbour 0 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 188 in the X datas point +-------------- + --- Configuration: 330303-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14509155276.979774 + --- Energy: 74.9403190398345 + --- Workload: 1087320000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220202-3-1' +--- Neighbour 0 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 188 in the X datas point +-------------- + --- Configuration: 330303-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14509155276.979774 + --- Energy: 74.9403190398345 + --- Workload: 1087320000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.0091801682557 mAh) it is NOT far from the median. +--- Median :75.0091801682557, the gap is : 10 +--- So No we don't romove this configuration '220202-3-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 0, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '101101-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101101-2-0' +--- Neighbour 0 in the list of neghbours, And at position 368 in the X datas point +-------------- + --- Configuration: 101101-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12808082412.325474 + --- Energy: 45.0099417425521 + --- Workload: 576491000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 541 in the X datas point +-------------- + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 775 in the X datas point +-------------- + --- Configuration: 101101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5941064638.78327 + --- Energy: 12.77057489674986 + --- Workload: 75870700000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101101-2-0' +--- Neighbour 0 in the list of neghbours, And at position 775 in the X datas point +-------------- + --- Configuration: 101101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5941064638.78327 + --- Energy: 12.77057489674986 + --- Workload: 75870700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 368 in the X datas point +-------------- + --- Configuration: 101101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12808082412.325474 + --- Energy: 45.0099417425521 + --- Workload: 576491000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 541 in the X datas point +-------------- + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (51.17451467754853 mAh) it is NOT far from the median. +--- Median :51.17451467754853, the gap is : 10 +--- So No we don't romove this configuration '101101-2-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 0, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '222222-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-0-2' +--- Neighbour 0 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 369 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 489 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-0-2' +--- Neighbour 0 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 489 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 369 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (65.8277383833758 mAh) it is NOT far from the median. +--- Median :65.8277383833758, the gap is : 10 +--- So No we don't romove this configuration '222222-0-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '303333-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303333-1-1' +--- Neighbour 0 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 457 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 495 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16695549968.1115 + --- Energy: 63.73792434520371 + --- Workload: 1064140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 674 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13890586627.254442 + --- Energy: 40.077884631026805 + --- Workload: 556705000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303333-1-1' +--- Neighbour 0 in the list of neghbours, And at position 674 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13890586627.254442 + --- Energy: 40.077884631026805 + --- Workload: 556705000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 457 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 495 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16695549968.1115 + --- Energy: 63.73792434520371 + --- Workload: 1064140000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (64.25089221017343 mAh) it is NOT far from the median. +--- Median :64.25089221017343, the gap is : 10 +--- So No we don't romove this configuration '303333-1-1' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '000222-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000222-0-2' +--- Neighbour 0 in the list of neghbours, And at position 371 in the X datas point +-------------- + --- Configuration: 000222-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12894540709.354473 + --- Energy: 60.6815823315127 + --- Workload: 782461000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 120 in the X datas point +-------------- + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000222-0-2' +--- Neighbour 0 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 120 in the X datas point +-------------- + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 371 in the X datas point +-------------- + --- Configuration: 000222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12894540709.354473 + --- Energy: 60.6815823315127 + --- Workload: 782461000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (69.37565973641902 mAh) it is NOT far from the median. +--- Median :69.37565973641902, the gap is : 10 +--- So No we don't romove this configuration '000222-0-2' + --- remove_aberrant_points: The value [1.0, 0, 0, 0, 1, 1, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '022220-0-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022220-0-1' +--- Neighbour 0 in the list of neghbours, And at position 372 in the X datas point +-------------- + --- Configuration: 022220-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11478960786.722055 + --- Energy: 33.8887834603504 + --- Workload: 389008000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 489 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022220-0-1' +--- Neighbour 0 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 372 in the X datas point +-------------- + --- Configuration: 022220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11478960786.722055 + --- Energy: 33.8887834603504 + --- Workload: 389008000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 489 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (37.62672702026895 mAh) it is NOT far from the median. +--- Median :37.62672702026895, the gap is : 10 +--- So No we don't romove this configuration '022220-0-1' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1, 0, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '222200-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222200-1-3' +--- Neighbour 0 in the list of neghbours, And at position 373 in the X datas point +-------------- + --- Configuration: 222200-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11496525749.918375 + --- Energy: 80.2428888615872 + --- Workload: 922514000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 376 in the X datas point +-------------- + --- Configuration: 222200-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13164009072.635054 + --- Energy: 63.2881080327642 + --- Workload: 833125000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 394 in the X datas point +-------------- + --- Configuration: 222202-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14354884321.164698 + --- Energy: 82.7028685460665 + --- Workload: 1187190000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 216 in the X datas point +-------------- + --- Configuration: 110100-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222200-1-3' +--- Neighbour 0 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 376 in the X datas point +-------------- + --- Configuration: 222200-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13164009072.635054 + --- Energy: 63.2881080327642 + --- Workload: 833125000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 216 in the X datas point +-------------- + --- Configuration: 110100-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 373 in the X datas point +-------------- + --- Configuration: 222200-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11496525749.918375 + --- Energy: 80.2428888615872 + --- Workload: 922514000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 394 in the X datas point +-------------- + --- Configuration: 222202-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14354884321.164698 + --- Energy: 82.7028685460665 + --- Workload: 1187190000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 216 in the X datas point +-------------- + --- Configuration: 110100-1-3 + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.6226342959476 mAh) it is NOT far from the median. +--- Median :77.6226342959476, the gap is : 10 +--- So No we don't romove this configuration '222200-1-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 0, 0, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '022220-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022220-2-2' +--- Neighbour 0 in the list of neghbours, And at position 374 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 444 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13985779259.648788 + --- Energy: 76.30755632960373 + --- Workload: 1067220000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 429 in the X datas point +-------------- + --- Configuration: 222220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14754441824.711329 + --- Energy: 76.06186087808521 + --- Workload: 1122250000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022220-2-2' +--- Neighbour 0 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 374 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 429 in the X datas point +-------------- + --- Configuration: 222220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14754441824.711329 + --- Energy: 76.06186087808521 + --- Workload: 1122250000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 444 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985779259.648788 + --- Energy: 76.30755632960373 + --- Workload: 1067220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 374 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (74.4883903754354 mAh) it is NOT far from the median. +--- Median :74.4883903754354, the gap is : 10 +--- So No we don't romove this configuration '022220-2-2' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '333033-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333033-2-2' +--- Neighbour 0 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 129 in the X datas point +-------------- + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 267 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 496 in the X datas point +-------------- + --- Configuration: 222022-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15478678120.888475 + --- Energy: 91.10203171728844 + --- Workload: 1410140000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333033-2-2' +--- Neighbour 0 in the list of neghbours, And at position 267 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 496 in the X datas point +-------------- + --- Configuration: 222022-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15478678120.888475 + --- Energy: 91.10203171728844 + --- Workload: 1410140000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 129 in the X datas point +-------------- + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (102.002963990619 mAh) is far from the median. +--- Median :85.51534231485796, the gap is : 10 +--- So yes we remove this configuration '333033-2-2' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '222200-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222200-1-2' +--- Neighbour 0 in the list of neghbours, And at position 376 in the X datas point +-------------- + --- Configuration: 222200-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13164009072.635054 + --- Energy: 63.2881080327642 + --- Workload: 833125000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 373 in the X datas point +-------------- + --- Configuration: 222200-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11496525749.918375 + --- Energy: 80.2428888615872 + --- Workload: 922514000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222200-1-2' +--- Neighbour 0 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 376 in the X datas point +-------------- + --- Configuration: 222200-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13164009072.635054 + --- Energy: 63.2881080327642 + --- Workload: 833125000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 373 in the X datas point +-------------- + --- Configuration: 222200-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11496525749.918375 + --- Energy: 80.2428888615872 + --- Workload: 922514000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (64.768131410946 mAh) it is NOT far from the median. +--- Median :64.768131410946, the gap is : 10 +--- So No we don't romove this configuration '222200-1-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 0, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '300333-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300333-0-0' +--- Neighbour 0 in the list of neghbours, And at position 377 in the X datas point +-------------- + --- Configuration: 300333-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10542740269.050732 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 456 in the X datas point +-------------- + --- Configuration: 300033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8819508753.362438 + --- Energy: 43.98581744362714 + --- Workload: 387933000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 627 in the X datas point +-------------- + --- Configuration: 300303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9265607916.535404 + --- Energy: 41.90141554208418 + --- Workload: 388241000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300333-0-0' +--- Neighbour 0 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 627 in the X datas point +-------------- + --- Configuration: 300303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9265607916.535404 + --- Energy: 41.90141554208418 + --- Workload: 388241000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 456 in the X datas point +-------------- + --- Configuration: 300033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8819508753.362438 + --- Energy: 43.98581744362714 + --- Workload: 387933000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 377 in the X datas point +-------------- + --- Configuration: 300333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10542740269.050732 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 377 in the X datas point +-------------- + --- Configuration: 300333-0-0 + --- Energy efficiency: 10542740269.050732 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (49.5215662037853 mAh) it is NOT far from the median. +--- Median :49.5215662037853, the gap is : 10 +--- So No we don't romove this configuration '300333-0-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 1, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '111101-0-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111101-0-3' +--- Neighbour 0 in the list of neghbours, And at position 378 in the X datas point +-------------- + --- Configuration: 111101-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11645632713.048117 + --- Energy: 67.4694443841449 + --- Workload: 785724000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 1 in the X datas point +-------------- + --- Configuration: 011001-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11271402985.343796 + --- Energy: 64.71129799002061 + --- Workload: 729387000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 66 in the X datas point +-------------- + --- Configuration: 101101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 247 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 253 in the X datas point +-------------- + --- Configuration: 101111-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12089851778.417196 + --- Energy: 58.0655432702143 + --- Workload: 702004000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 346 in the X datas point +-------------- + --- Configuration: 011101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422560861.231298 + --- Energy: 53.13375305902614 + --- Workload: 660057000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 394 in the X datas point +-------------- + --- Configuration: 222202-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14354884321.164698 + --- Energy: 82.7028685460665 + --- Workload: 1187190000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111101-0-3' +--- Neighbour 0 in the list of neghbours, And at position 346 in the X datas point +-------------- + --- Configuration: 011101-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12422560861.231298 + --- Energy: 53.13375305902614 + --- Workload: 660057000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 66 in the X datas point +-------------- + --- Configuration: 101101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 253 in the X datas point +-------------- + --- Configuration: 101111-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12089851778.417196 + --- Energy: 58.0655432702143 + --- Workload: 702004000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 1 in the X datas point +-------------- + --- Configuration: 011001-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11271402985.343796 + --- Energy: 64.71129799002061 + --- Workload: 729387000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 378 in the X datas point +-------------- + --- Configuration: 111101-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11645632713.048117 + --- Energy: 67.4694443841449 + --- Workload: 785724000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 247 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 394 in the X datas point +-------------- + --- Configuration: 222202-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14354884321.164698 + --- Energy: 82.7028685460665 + --- Workload: 1187190000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 1 in the X datas point +-------------- + --- Configuration: 011001-0-3 + --- Energy efficiency: 11271402985.343796 + --- Energy: 64.71129799002061 + --- Workload: 729387000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (64.71129799002061 mAh) it is NOT far from the median. +--- Median :64.71129799002061, the gap is : 10 +--- So No we don't romove this configuration '111101-0-3' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 0, 1, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '220022-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220022-3-0' +--- Neighbour 0 in the list of neghbours, And at position 379 in the X datas point +-------------- + --- Configuration: 220022-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14371553521.821047 + --- Energy: 61.0078855819444 + --- Workload: 876778000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220022-3-0' +--- Neighbour 0 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 379 in the X datas point +-------------- + --- Configuration: 220022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14371553521.821047 + --- Energy: 61.0078855819444 + --- Workload: 876778000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 379 in the X datas point +-------------- + --- Configuration: 220022-3-0 + --- Energy efficiency: 14371553521.821047 + --- Energy: 61.0078855819444 + --- Workload: 876778000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (61.0078855819444 mAh) it is NOT far from the median. +--- Median :61.0078855819444, the gap is : 10 +--- So No we don't romove this configuration '220022-3-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 1, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '000333-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000333-2-0' +--- Neighbour 0 in the list of neghbours, And at position 380 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12831600639.526976 + --- Energy: 62.2597560074204 + --- Workload: 798892000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 538 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12729464509.616474 + --- Energy: 62.669563544461724 + --- Workload: 797750000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 738 in the X datas point +-------------- + --- Configuration: 000033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9991107913.956577 + --- Energy: 25.378870651700414 + --- Workload: 253562000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 509 in the X datas point +-------------- + --- Configuration: 000202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 740 in the X datas point +-------------- + --- Configuration: 020222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000333-2-0' +--- Neighbour 0 in the list of neghbours, And at position 740 in the X datas point +-------------- + --- Configuration: 020222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 738 in the X datas point +-------------- + --- Configuration: 000033-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9991107913.956577 + --- Energy: 25.378870651700414 + --- Workload: 253562000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 509 in the X datas point +-------------- + --- Configuration: 000202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 380 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12831600639.526976 + --- Energy: 62.2597560074204 + --- Workload: 798892000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 538 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12729464509.616474 + --- Energy: 62.669563544461724 + --- Workload: 797750000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (57.33723345336789 mAh) it is NOT far from the median. +--- Median :57.33723345336789, the gap is : 10 +--- So No we don't romove this configuration '000333-2-0' + --- remove_aberrant_points: The value [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '111001-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111001-3-0' +--- Neighbour 0 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 751 in the X datas point +-------------- + --- Configuration: 222002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11099222610.448364 + --- Energy: 16.982170959553237 + --- Workload: 188489000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111001-3-0' +--- Neighbour 0 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 751 in the X datas point +-------------- + --- Configuration: 222002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11099222610.448364 + --- Energy: 16.982170959553237 + --- Workload: 188489000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (53.0720402291821 mAh) it is NOT far from the median. +--- Median :53.0720402291821, the gap is : 10 +--- So No we don't romove this configuration '111001-3-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '330333-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330333-2-2' +--- Neighbour 0 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 382 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 267 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 652 in the X datas point +-------------- + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 665 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14846663657.742832 + --- Energy: 77.43016666098337 + --- Workload: 1149580000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330333-2-2' +--- Neighbour 0 in the list of neghbours, And at position 267 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 665 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14846663657.742832 + --- Energy: 77.43016666098337 + --- Workload: 1149580000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 652 in the X datas point +-------------- + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 382 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (89.99138924115384 mAh) it is NOT far from the median. +--- Median :89.99138924115384, the gap is : 10 +--- So No we don't romove this configuration '330333-2-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '110111-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110111-3-1' +--- Neighbour 0 in the list of neghbours, And at position 383 in the X datas point +-------------- + --- Configuration: 110111-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 204 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 219 in the X datas point +-------------- + --- Configuration: 100111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11605101602.664532 + --- Energy: 80.0526614822044 + --- Workload: 929019000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 623 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12940377211.995731 + --- Energy: 67.57287611693334 + --- Workload: 874419000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110111-3-1' +--- Neighbour 0 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 623 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12940377211.995731 + --- Energy: 67.57287611693334 + --- Workload: 874419000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 204 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 383 in the X datas point +-------------- + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 219 in the X datas point +-------------- + --- Configuration: 100111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11605101602.664532 + --- Energy: 80.0526614822044 + --- Workload: 929019000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 623 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Energy efficiency: 12940377211.995731 + --- Energy: 67.57287611693334 + --- Workload: 874419000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (67.57287611693334 mAh) it is NOT far from the median. +--- Median :67.57287611693334, the gap is : 10 +--- So No we don't romove this configuration '110111-3-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 1, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '222022-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222022-3-1' +--- Neighbour 0 in the list of neghbours, And at position 384 in the X datas point +-------------- + --- Configuration: 222022-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14768125659.027607 + --- Energy: 80.9276948124698 + --- Workload: 1195150000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 544 in the X datas point +-------------- + --- Configuration: 202022-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222022-3-1' +--- Neighbour 0 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 544 in the X datas point +-------------- + --- Configuration: 202022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 384 in the X datas point +-------------- + --- Configuration: 222022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14768125659.027607 + --- Energy: 80.9276948124698 + --- Workload: 1195150000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (71.6230294037093 mAh) it is NOT far from the median. +--- Median :71.6230294037093, the gap is : 10 +--- So No we don't romove this configuration '222022-3-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '333333-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-0-0' +--- Neighbour 0 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-0-0' +--- Neighbour 0 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (56.82057 mAh) it is NOT far from the median. +--- Median :56.82057, the gap is : 10 +--- So No we don't romove this configuration '333333-0-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '220002-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220002-3-0' +--- Neighbour 0 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 379 in the X datas point +-------------- + --- Configuration: 220022-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14371553521.821047 + --- Energy: 61.0078855819444 + --- Workload: 876778000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 534 in the X datas point +-------------- + --- Configuration: 220000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10849423027.683388 + --- Energy: 53.29091998643152 + --- Workload: 578176000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 751 in the X datas point +-------------- + --- Configuration: 222002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11099222610.448364 + --- Energy: 16.982170959553237 + --- Workload: 188489000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220002-3-0' +--- Neighbour 0 in the list of neghbours, And at position 751 in the X datas point +-------------- + --- Configuration: 222002-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11099222610.448364 + --- Energy: 16.982170959553237 + --- Workload: 188489000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 534 in the X datas point +-------------- + --- Configuration: 220000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10849423027.683388 + --- Energy: 53.29091998643152 + --- Workload: 578176000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 379 in the X datas point +-------------- + --- Configuration: 220022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14371553521.821047 + --- Energy: 61.0078855819444 + --- Workload: 876778000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 379 in the X datas point +-------------- + --- Configuration: 220022-3-0 + --- Energy efficiency: 14371553521.821047 + --- Energy: 61.0078855819444 + --- Workload: 876778000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (61.0078855819444 mAh) it is NOT far from the median. +--- Median :61.0078855819444, the gap is : 10 +--- So No we don't romove this configuration '220002-3-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 0, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '303333-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303333-0-0' +--- Neighbour 0 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 377 in the X datas point +-------------- + --- Configuration: 300333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10542740269.050732 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 434 in the X datas point +-------------- + --- Configuration: 303330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5989960825.6562 + --- Energy: 27.414270971275005 + --- Workload: 164210000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 590 in the X datas point +-------------- + --- Configuration: 303033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10435766293.101019 + --- Energy: 50.121642670795254 + --- Workload: 523058000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303333-0-0' +--- Neighbour 0 in the list of neghbours, And at position 434 in the X datas point +-------------- + --- Configuration: 303330-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5989960825.6562 + --- Energy: 27.414270971275005 + --- Workload: 164210000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 377 in the X datas point +-------------- + --- Configuration: 300333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10542740269.050732 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 590 in the X datas point +-------------- + --- Configuration: 303033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10435766293.101019 + --- Energy: 50.121642670795254 + --- Workload: 523058000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (55.9889928704492 mAh) it is NOT far from the median. +--- Median :55.9889928704492, the gap is : 10 +--- So No we don't romove this configuration '303333-0-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '222022-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222022-0-0' +--- Neighbour 0 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 388 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 587 in the X datas point +-------------- + --- Configuration: 222002-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11068387136.763205 + --- Energy: 35.22248964071155 + --- Workload: 389856000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 724 in the X datas point +-------------- + --- Configuration: 222020-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5766580360.18061 + --- Energy: 28.13171207069184 + --- Workload: 162224000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222022-0-0' +--- Neighbour 0 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 724 in the X datas point +-------------- + --- Configuration: 222020-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5766580360.18061 + --- Energy: 28.13171207069184 + --- Workload: 162224000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 587 in the X datas point +-------------- + --- Configuration: 222002-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11068387136.763205 + --- Energy: 35.22248964071155 + --- Workload: 389856000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 388 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (39.76219318534942 mAh) it is NOT far from the median. +--- Median :39.76219318534942, the gap is : 10 +--- So No we don't romove this configuration '222022-0-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '033033-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033033-3-1' +--- Neighbour 0 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 593 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12530386186.502268 + --- Energy: 65.40226173805877 + --- Workload: 819516000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 731 in the X datas point +-------------- + --- Configuration: 033003-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11710177783.919115 + --- Energy: 96.92513711752248 + --- Workload: 1135010000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033033-3-1' +--- Neighbour 0 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 593 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12530386186.502268 + --- Energy: 65.40226173805877 + --- Workload: 819516000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 731 in the X datas point +-------------- + --- Configuration: 033003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11710177783.919115 + --- Energy: 96.92513711752248 + --- Workload: 1135010000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (79.5378105979585 mAh) it is NOT far from the median. +--- Median :79.5378105979585, the gap is : 10 +--- So No we don't romove this configuration '033033-3-1' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '200222-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200222-2-1' +--- Neighbour 0 in the list of neghbours, And at position 390 in the X datas point +-------------- + --- Configuration: 200222-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15542938143.76907 + --- Energy: 66.2043614748613 + --- Workload: 1029010000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 493 in the X datas point +-------------- + --- Configuration: 200222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15903737855.50818 + --- Energy: 49.814270279446845 + --- Workload: 792233000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 219 in the X datas point +-------------- + --- Configuration: 100111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11605101602.664532 + --- Energy: 80.0526614822044 + --- Workload: 929019000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200222-2-1' +--- Neighbour 0 in the list of neghbours, And at position 493 in the X datas point +-------------- + --- Configuration: 200222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15903737855.50818 + --- Energy: 49.814270279446845 + --- Workload: 792233000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 390 in the X datas point +-------------- + --- Configuration: 200222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15542938143.76907 + --- Energy: 66.2043614748613 + --- Workload: 1029010000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 219 in the X datas point +-------------- + --- Configuration: 100111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11605101602.664532 + --- Energy: 80.0526614822044 + --- Workload: 929019000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (67.2323504939425 mAh) it is NOT far from the median. +--- Median :67.2323504939425, the gap is : 10 +--- So No we don't romove this configuration '200222-2-1' + --- remove_aberrant_points: The value [1.0, 1, 0, 0, 1, 1, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '111000-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 426 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11352245417.38233 + --- Energy: 42.47266528928453 + --- Workload: 482160000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 446 in the X datas point +-------------- + --- Configuration: 011000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11398700320.189491 + --- Energy: 41.92258529337472 + --- Workload: 477863000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 628 in the X datas point +-------------- + --- Configuration: 111000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9668281269.638697 + --- Energy: 30.617996362116138 + --- Workload: 296022000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 670 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11355055554.6093 + --- Energy: 42.151077227704505 + --- Workload: 478628000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 628 in the X datas point +-------------- + --- Configuration: 111000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9668281269.638697 + --- Energy: 30.617996362116138 + --- Workload: 296022000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 446 in the X datas point +-------------- + --- Configuration: 011000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11398700320.189491 + --- Energy: 41.92258529337472 + --- Workload: 477863000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 670 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11355055554.6093 + --- Energy: 42.151077227704505 + --- Workload: 478628000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 426 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11352245417.38233 + --- Energy: 42.47266528928453 + --- Workload: 482160000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (42.6850354508384 mAh) it is NOT far from the median. +--- Median :42.6850354508384, the gap is : 10 +--- So No we don't romove this configuration '111000-2-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 0, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '001111-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '001111-3-3' +--- Neighbour 0 in the list of neghbours, And at position 392 in the X datas point +-------------- + --- Configuration: 001111-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12266206111.514534 + --- Energy: 87.6643983443653 + --- Workload: 1075310000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 461 in the X datas point +-------------- + --- Configuration: 011111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12672600823.212149 + --- Energy: 85.29350021391399 + --- Workload: 1080890000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 770 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5852539416.852973 + --- Energy: 12.941299579331238 + --- Workload: 75739300000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 409 in the X datas point +-------------- + --- Configuration: 101111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17713662193.376507 + --- Energy: 64.82001619850253 + --- Workload: 1148200000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '001111-3-3' +--- Neighbour 0 in the list of neghbours, And at position 770 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5852539416.852973 + --- Energy: 12.941299579331238 + --- Workload: 75739300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 409 in the X datas point +-------------- + --- Configuration: 101111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17713662193.376507 + --- Energy: 64.82001619850253 + --- Workload: 1148200000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 461 in the X datas point +-------------- + --- Configuration: 011111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12672600823.212149 + --- Energy: 85.29350021391399 + --- Workload: 1080890000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 392 in the X datas point +-------------- + --- Configuration: 001111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12266206111.514534 + --- Energy: 87.6643983443653 + --- Workload: 1075310000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (82.98598382291387 mAh) it is NOT far from the median. +--- Median :82.98598382291387, the gap is : 10 +--- So No we don't romove this configuration '001111-3-3' + --- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '033333-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033333-3-3' +--- Neighbour 0 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 722 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14609780078.98047 + --- Energy: 105.2672237780514 + --- Workload: 1537930000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 310 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17270333243.662476 + --- Energy: 123.82321 + --- Workload: 2138468100000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 656 in the X datas point +-------------- + --- Configuration: 003333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14264907898.62215 + --- Energy: 85.34158691455114 + --- Workload: 1217390000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033333-3-3' +--- Neighbour 0 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 656 in the X datas point +-------------- + --- Configuration: 003333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14264907898.62215 + --- Energy: 85.34158691455114 + --- Workload: 1217390000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 722 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14609780078.98047 + --- Energy: 105.2672237780514 + --- Workload: 1537930000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 310 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17270333243.662476 + --- Energy: 123.82321 + --- Workload: 2138468100000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (96.9268799133665 mAh) it is NOT far from the median. +--- Median :96.9268799133665, the gap is : 10 +--- So No we don't romove this configuration '033333-3-3' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '222202-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222202-1-3' +--- Neighbour 0 in the list of neghbours, And at position 394 in the X datas point +-------------- + --- Configuration: 222202-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14354884321.164698 + --- Energy: 82.7028685460665 + --- Workload: 1187190000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 373 in the X datas point +-------------- + --- Configuration: 222200-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11496525749.918375 + --- Energy: 80.2428888615872 + --- Workload: 922514000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222202-1-3' +--- Neighbour 0 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 373 in the X datas point +-------------- + --- Configuration: 222200-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11496525749.918375 + --- Energy: 80.2428888615872 + --- Workload: 922514000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 394 in the X datas point +-------------- + --- Configuration: 222202-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14354884321.164698 + --- Energy: 82.7028685460665 + --- Workload: 1187190000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (83.79533601234984 mAh) it is NOT far from the median. +--- Median :83.79533601234984, the gap is : 10 +--- So No we don't romove this configuration '222202-1-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 0, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '222222-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-2-0' +--- Neighbour 0 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-2-0' +--- Neighbour 0 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (20.2730896056071 mAh) is far from the median. +--- Median :57.2873551037916, the gap is : 10 +--- So yes we remove this configuration '222222-2-0' +--- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 2.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '222202-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222202-2-1' +--- Neighbour 0 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 396 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16284841418.21427 + --- Energy: 69.9632088197462 + --- Workload: 1139340000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 473 in the X datas point +-------------- + --- Configuration: 222222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16028749164.501448 + --- Energy: 76.22620686685552 + --- Workload: 1221810000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222202-2-1' +--- Neighbour 0 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 396 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16284841418.21427 + --- Energy: 69.9632088197462 + --- Workload: 1139340000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 473 in the X datas point +-------------- + --- Configuration: 222222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16028749164.501448 + --- Energy: 76.22620686685552 + --- Workload: 1221810000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 396 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Energy efficiency: 16284841418.21427 + --- Energy: 69.9632088197462 + --- Workload: 1139340000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (69.9632088197462 mAh) it is NOT far from the median. +--- Median :69.9632088197462, the gap is : 10 +--- So No we don't romove this configuration '222202-2-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 0, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '100101-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100101-2-0' +--- Neighbour 0 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 368 in the X datas point +-------------- + --- Configuration: 101101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12808082412.325474 + --- Energy: 45.0099417425521 + --- Workload: 576491000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100101-2-0' +--- Neighbour 0 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 368 in the X datas point +-------------- + --- Configuration: 101101-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12808082412.325474 + --- Energy: 45.0099417425521 + --- Workload: 576491000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (44.3851855395692 mAh) it is NOT far from the median. +--- Median :44.3851855395692, the gap is : 10 +--- So No we don't romove this configuration '100101-2-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 0, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '033030-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033030-3-1' +--- Neighbour 0 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 593 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12530386186.502268 + --- Energy: 65.40226173805877 + --- Workload: 819516000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 654 in the X datas point +-------------- + --- Configuration: 033030-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12133492686.537285 + --- Energy: 49.23349758478151 + --- Workload: 597374000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 727 in the X datas point +-------------- + --- Configuration: 333330-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12377325235.262009 + --- Energy: 77.91783871145545 + --- Workload: 964415000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033030-3-1' +--- Neighbour 0 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 654 in the X datas point +-------------- + --- Configuration: 033030-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12133492686.537285 + --- Energy: 49.23349758478151 + --- Workload: 597374000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 593 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12530386186.502268 + --- Energy: 65.40226173805877 + --- Workload: 819516000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 727 in the X datas point +-------------- + --- Configuration: 333330-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12377325235.262009 + --- Energy: 77.91783871145545 + --- Workload: 964415000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (69.6438226916913 mAh) it is NOT far from the median. +--- Median :69.6438226916913, the gap is : 10 +--- So No we don't romove this configuration '033030-3-1' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '220222-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 548 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14753135779.009829 + --- Energy: 97.4477993087831 + --- Workload: 1437660000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 326 in the X datas point +-------------- + --- Configuration: 220222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14253216951.065857 + --- Energy: 99.56004804973213 + --- Workload: 1419050000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 652 in the X datas point +-------------- + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 652 in the X datas point +-------------- + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 548 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14753135779.009829 + --- Energy: 97.4477993087831 + --- Workload: 1437660000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 326 in the X datas point +-------------- + --- Configuration: 220222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14253216951.065857 + --- Energy: 99.56004804973213 + --- Workload: 1419050000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (109.874202798205 mAh) is far from the median. +--- Median :91.04108716316011, the gap is : 10 +--- So yes we remove this configuration '220222-2-3' +--- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 1, 1, 2.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '222220-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222220-2-0' +--- Neighbour 0 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 566 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13883393379.009699 + --- Energy: 44.42888788986695 + --- Workload: 616824000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 601 in the X datas point +-------------- + --- Configuration: 333330-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13692590391.635471 + --- Energy: 45.36592371702859 + --- Workload: 621177000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222220-2-0' +--- Neighbour 0 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 566 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13883393379.009699 + --- Energy: 44.42888788986695 + --- Workload: 616824000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 601 in the X datas point +-------------- + --- Configuration: 333330-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13692590391.635471 + --- Energy: 45.36592371702859 + --- Workload: 621177000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (44.8724765340684 mAh) it is NOT far from the median. +--- Median :44.8724765340684, the gap is : 10 +--- So No we don't romove this configuration '222220-2-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '330033-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330033-0-2' +--- Neighbour 0 in the list of neghbours, And at position 401 in the X datas point +-------------- + --- Configuration: 330033-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12619618206.070793 + --- Energy: 80.8971097844968 + --- Workload: 1020890000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 77 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 189 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13468757197.367126 + --- Energy: 79.8767027494463 + --- Workload: 1075840000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330033-0-2' +--- Neighbour 0 in the list of neghbours, And at position 235 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10228912840.456577 + --- Energy: 33.4145827544387 + --- Workload: 341795000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 77 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 189 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13468757197.367126 + --- Energy: 79.8767027494463 + --- Workload: 1075840000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 401 in the X datas point +-------------- + --- Configuration: 330033-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12619618206.070793 + --- Energy: 80.8971097844968 + --- Workload: 1020890000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (80.8971097844968 mAh) is far from the median. +--- Median :62.4755025899128, the gap is : 10 +--- So yes we remove this configuration '330033-0-2' +--- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 1, 1, 0.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '300333-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300333-1-2' +--- Neighbour 0 in the list of neghbours, And at position 402 in the X datas point +-------------- + --- Configuration: 300333-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13575059899.951809 + --- Energy: 82.7944265603379 + --- Workload: 1123940000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 382 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 468 in the X datas point +-------------- + --- Configuration: 200222-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12966704097.21916 + --- Energy: 85.45268353263162 + --- Workload: 1108040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 493 in the X datas point +-------------- + --- Configuration: 200222-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15903737855.50818 + --- Energy: 49.814270279446845 + --- Workload: 792233000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 514 in the X datas point +-------------- + --- Configuration: 330303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300333-1-2' +--- Neighbour 0 in the list of neghbours, And at position 493 in the X datas point +-------------- + --- Configuration: 200222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15903737855.50818 + --- Energy: 49.814270279446845 + --- Workload: 792233000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 514 in the X datas point +-------------- + --- Configuration: 330303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 402 in the X datas point +-------------- + --- Configuration: 300333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13575059899.951809 + --- Energy: 82.7944265603379 + --- Workload: 1123940000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 468 in the X datas point +-------------- + --- Configuration: 200222-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12966704097.21916 + --- Energy: 85.45268353263162 + --- Workload: 1108040000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 382 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 514 in the X datas point +-------------- + --- Configuration: 330303-1-2 + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (82.00779235048205 mAh) it is NOT far from the median. +--- Median :82.00779235048205, the gap is : 10 +--- So No we don't romove this configuration '300333-1-2' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '010100-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010100-2-1' +--- Neighbour 0 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 613 in the X datas point +-------------- + --- Configuration: 000100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12336586491.191061 + --- Energy: 52.305660553812594 + --- Workload: 645273000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 690 in the X datas point +-------------- + --- Configuration: 010000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12479113084.47486 + --- Energy: 52.60822658489953 + --- Workload: 656504000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 415 in the X datas point +-------------- + --- Configuration: 110101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13709391069.976845 + --- Energy: 58.449843734673564 + --- Workload: 801312000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 425 in the X datas point +-------------- + --- Configuration: 010100-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10448185359.16682 + --- Energy: 57.70074631354511 + --- Workload: 602868000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010100-2-1' +--- Neighbour 0 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 613 in the X datas point +-------------- + --- Configuration: 000100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12336586491.191061 + --- Energy: 52.305660553812594 + --- Workload: 645273000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 690 in the X datas point +-------------- + --- Configuration: 010000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12479113084.47486 + --- Energy: 52.60822658489953 + --- Workload: 656504000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 425 in the X datas point +-------------- + --- Configuration: 010100-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10448185359.16682 + --- Energy: 57.70074631354511 + --- Workload: 602868000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 415 in the X datas point +-------------- + --- Configuration: 110101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13709391069.976845 + --- Energy: 58.449843734673564 + --- Workload: 801312000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (53.677951058628 mAh) it is NOT far from the median. +--- Median :53.677951058628, the gap is : 10 +--- So No we don't romove this configuration '010100-2-1' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 0, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '111011-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111011-2-0' +--- Neighbour 0 in the list of neghbours, And at position 404 in the X datas point +-------------- + --- Configuration: 111011-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 478 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15859321474.790024 + --- Energy: 57.21047710637256 + --- Workload: 907319000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111011-2-0' +--- Neighbour 0 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 404 in the X datas point +-------------- + --- Configuration: 111011-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 478 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15859321474.790024 + --- Energy: 57.21047710637256 + --- Workload: 907319000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (14.9822385679116 mAh) is far from the median. +--- Median :44.62557467187459, the gap is : 10 +--- So yes we remove this configuration '111011-2-0' +--- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 1, 2.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '101101-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101101-1-3' +--- Neighbour 0 in the list of neghbours, And at position 405 in the X datas point +-------------- + --- Configuration: 101101-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5642481111.794478 + --- Energy: 13.362479905568 + --- Workload: 75397700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 79 in the X datas point +-------------- + --- Configuration: 100101-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 747 in the X datas point +-------------- + --- Configuration: 101100-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5792903692.976104 + --- Energy: 13.162529333531099 + --- Workload: 76249300000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 66 in the X datas point +-------------- + --- Configuration: 101101-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 202 in the X datas point +-------------- + --- Configuration: 111101-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12740395334.46723 + --- Energy: 93.4131245697236 + --- Workload: 1190120000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 247 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101101-1-3' +--- Neighbour 0 in the list of neghbours, And at position 747 in the X datas point +-------------- + --- Configuration: 101100-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5792903692.976104 + --- Energy: 13.162529333531099 + --- Workload: 76249300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 405 in the X datas point +-------------- + --- Configuration: 101101-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5642481111.794478 + --- Energy: 13.362479905568 + --- Workload: 75397700000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 66 in the X datas point +-------------- + --- Configuration: 101101-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11969296360.974827 + --- Energy: 55.14950525765903 + --- Workload: 660101000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 79 in the X datas point +-------------- + --- Configuration: 100101-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 247 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 202 in the X datas point +-------------- + --- Configuration: 111101-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12740395334.46723 + --- Energy: 93.4131245697236 + --- Workload: 1190120000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 247 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (13.362479905568 mAh) is far from the median. +--- Median :70.9803740450458, the gap is : 10 +--- So yes we remove this configuration '101101-1-3' +--- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 0, 1, 1.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '202222-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202222-1-3' +--- Neighbour 0 in the list of neghbours, And at position 406 in the X datas point +-------------- + --- Configuration: 202222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10660117090.726126 + --- Energy: 17.65816139009 + --- Workload: 188238000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 468 in the X datas point +-------------- + --- Configuration: 200222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12966704097.21916 + --- Energy: 85.45268353263162 + --- Workload: 1108040000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 649 in the X datas point +-------------- + --- Configuration: 202222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14443499197.66362 + --- Energy: 75.01155662770421 + --- Workload: 1083430000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 766 in the X datas point +-------------- + --- Configuration: 303333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10578417278.363646 + --- Energy: 23.863863929112192 + --- Workload: 252442000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202222-1-3' +--- Neighbour 0 in the list of neghbours, And at position 406 in the X datas point +-------------- + --- Configuration: 202222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10660117090.726126 + --- Energy: 17.65816139009 + --- Workload: 188238000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 766 in the X datas point +-------------- + --- Configuration: 303333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10578417278.363646 + --- Energy: 23.863863929112192 + --- Workload: 252442000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 649 in the X datas point +-------------- + --- Configuration: 202222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14443499197.66362 + --- Energy: 75.01155662770421 + --- Workload: 1083430000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 468 in the X datas point +-------------- + --- Configuration: 200222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12966704097.21916 + --- Energy: 85.45268353263162 + --- Workload: 1108040000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (17.65816139009 mAh) is far from the median. +--- Median :78.94530881409207, the gap is : 10 +--- So yes we remove this configuration '202222-1-3' +--- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '303333-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303333-2-3' +--- Neighbour 0 in the list of neghbours, And at position 407 in the X datas point +-------------- + --- Configuration: 303333-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8563403439.062821 + --- Energy: 105.00109687320945 + --- Workload: 899168000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 443 in the X datas point +-------------- + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 766 in the X datas point +-------------- + --- Configuration: 303333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10578417278.363646 + --- Energy: 23.863863929112192 + --- Workload: 252442000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303333-2-3' +--- Neighbour 0 in the list of neghbours, And at position 766 in the X datas point +-------------- + --- Configuration: 303333-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10578417278.363646 + --- Energy: 23.863863929112192 + --- Workload: 252442000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 443 in the X datas point +-------------- + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 407 in the X datas point +-------------- + --- Configuration: 303333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8563403439.062821 + --- Energy: 105.00109687320945 + --- Workload: 899168000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (105.00109687320945 mAh) is far from the median. +--- Median :84.49044180099274, the gap is : 10 +--- So yes we remove this configuration '303333-2-3' +--- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '000000-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-1-2' +--- Neighbour 0 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 296 in the X datas point +-------------- + --- Configuration: 000000-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 328 in the X datas point +-------------- + --- Configuration: 000100-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10298586930.887213 + --- Energy: 49.6365268588524 + --- Workload: 511186000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 710 in the X datas point +-------------- + --- Configuration: 101000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11887652176.807428 + --- Energy: 62.71395189420631 + --- Workload: 745522000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-1-2' +--- Neighbour 0 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 328 in the X datas point +-------------- + --- Configuration: 000100-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10298586930.887213 + --- Energy: 49.6365268588524 + --- Workload: 511186000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 710 in the X datas point +-------------- + --- Configuration: 101000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11887652176.807428 + --- Energy: 62.71395189420631 + --- Workload: 745522000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 296 in the X datas point +-------------- + --- Configuration: 000000-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (39.92204534168386 mAh) is far from the median. +--- Median :50.7096930689716, the gap is : 10 +--- So yes we remove this configuration '000000-1-2' +--- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 1.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '101111-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101111-3-2' +--- Neighbour 0 in the list of neghbours, And at position 409 in the X datas point +-------------- + --- Configuration: 101111-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 17713662193.376507 + --- Energy: 64.82001619850253 + --- Workload: 1148200000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 416 in the X datas point +-------------- + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 549 in the X datas point +-------------- + --- Configuration: 101011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13990494857.793615 + --- Energy: 77.57621667528683 + --- Workload: 1085330000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 770 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5852539416.852973 + --- Energy: 12.941299579331238 + --- Workload: 75739300000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101111-3-2' +--- Neighbour 0 in the list of neghbours, And at position 770 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5852539416.852973 + --- Energy: 12.941299579331238 + --- Workload: 75739300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 409 in the X datas point +-------------- + --- Configuration: 101111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17713662193.376507 + --- Energy: 64.82001619850253 + --- Workload: 1148200000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 549 in the X datas point +-------------- + --- Configuration: 101011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13990494857.793615 + --- Energy: 77.57621667528683 + --- Workload: 1085330000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 416 in the X datas point +-------------- + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 549 in the X datas point +-------------- + --- Configuration: 101011-3-2 + --- Energy efficiency: 13990494857.793615 + --- Energy: 77.57621667528683 + --- Workload: 1085330000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (64.82001619850253 mAh) is far from the median. +--- Median :77.57621667528683, the gap is : 10 +--- So yes we remove this configuration '101111-3-2' +--- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1, 1, 3.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '022002-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022002-2-3' +--- Neighbour 0 in the list of neghbours, And at position 410 in the X datas point +-------------- + --- Configuration: 022002-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13145579404.557837 + --- Energy: 93.70148281455602 + --- Workload: 1231760000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 268 in the X datas point +-------------- + --- Configuration: 222002-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 606 in the X datas point +-------------- + --- Configuration: 020002-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13321042451.498085 + --- Energy: 83.10239746504709 + --- Workload: 1107010000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 320 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15067865666.964005 + --- Energy: 86.55908372523825 + --- Workload: 1304260000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 504 in the X datas point +-------------- + --- Configuration: 022022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14551380926.049883 + --- Energy: 88.0748025631995 + --- Workload: 1281610000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 507 in the X datas point +-------------- + --- Configuration: 022222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14938304801.171164 + --- Energy: 95.11984019839312 + --- Workload: 1420930000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022002-2-3' +--- Neighbour 0 in the list of neghbours, And at position 268 in the X datas point +-------------- + --- Configuration: 222002-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 606 in the X datas point +-------------- + --- Configuration: 020002-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13321042451.498085 + --- Energy: 83.10239746504709 + --- Workload: 1107010000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 320 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15067865666.964005 + --- Energy: 86.55908372523825 + --- Workload: 1304260000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 504 in the X datas point +-------------- + --- Configuration: 022022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14551380926.049883 + --- Energy: 88.0748025631995 + --- Workload: 1281610000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 410 in the X datas point +-------------- + --- Configuration: 022002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13145579404.557837 + --- Energy: 93.70148281455602 + --- Workload: 1231760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 507 in the X datas point +-------------- + --- Configuration: 022222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14938304801.171164 + --- Energy: 95.11984019839312 + --- Workload: 1420930000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (87.9883366652468 mAh) it is NOT far from the median. +--- Median :87.9883366652468, the gap is : 10 +--- So No we don't romove this configuration '022002-2-3' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 0, 0, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 1, 1, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '002220-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002220-3-3' +--- Neighbour 0 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 553 in the X datas point +-------------- + --- Configuration: 002220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13196111369.901518 + --- Energy: 79.03690304614342 + --- Workload: 1042980000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 777 in the X datas point +-------------- + --- Configuration: 022220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6021448399.197943 + --- Energy: 12.583421405685236 + --- Workload: 75770300000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 392 in the X datas point +-------------- + --- Configuration: 001111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12266206111.514534 + --- Energy: 87.6643983443653 + --- Workload: 1075310000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 600 in the X datas point +-------------- + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002220-3-3' +--- Neighbour 0 in the list of neghbours, And at position 777 in the X datas point +-------------- + --- Configuration: 022220-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6021448399.197943 + --- Energy: 12.583421405685236 + --- Workload: 75770300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 553 in the X datas point +-------------- + --- Configuration: 002220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13196111369.901518 + --- Energy: 79.03690304614342 + --- Workload: 1042980000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 600 in the X datas point +-------------- + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 392 in the X datas point +-------------- + --- Configuration: 001111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12266206111.514534 + --- Energy: 87.6643983443653 + --- Workload: 1075310000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (95.64698110453958 mAh) is far from the median. +--- Median :77.17119209715501, the gap is : 10 +--- So yes we remove this configuration '002220-3-3' +--- remove_aberrant_points: The value [1.0, 0, 0, 1, 1, 1, 0, 3.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '300333-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300333-3-2' +--- Neighbour 0 in the list of neghbours, And at position 231 in the X datas point +-------------- + --- Configuration: 300333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13826764467.980669 + --- Energy: 100.311184339352 + --- Workload: 1386980000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 412 in the X datas point +-------------- + --- Configuration: 300333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14000308006.776148 + --- Energy: 97.0043167849163 + --- Workload: 1358090000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 203 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300333-3-2' +--- Neighbour 0 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 203 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 412 in the X datas point +-------------- + --- Configuration: 300333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14000308006.776148 + --- Energy: 97.0043167849163 + --- Workload: 1358090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 231 in the X datas point +-------------- + --- Configuration: 300333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13826764467.980669 + --- Energy: 100.311184339352 + --- Workload: 1386980000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (89.22173143973053 mAh) it is NOT far from the median. +--- Median :89.22173143973053, the gap is : 10 +--- So No we don't romove this configuration '300333-3-2' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 0, 0, 0, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '303000-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303000-1-3' +--- Neighbour 0 in the list of neghbours, And at position 413 in the X datas point +-------------- + --- Configuration: 303000-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10778103635.777699 + --- Energy: 74.4831318809973 + --- Workload: 802787000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 344 in the X datas point +-------------- + --- Configuration: 303303-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438548206.760126 + --- Energy: 83.98672527663341 + --- Workload: 1128660000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 579 in the X datas point +-------------- + --- Configuration: 200000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11184606402.516088 + --- Energy: 64.33997409241996 + --- Workload: 719617000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 698 in the X datas point +-------------- + --- Configuration: 003000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11733357112.937082 + --- Energy: 59.40661316486577 + --- Workload: 697039000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 725 in the X datas point +-------------- + --- Configuration: 300000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11702585803.359112 + --- Energy: 59.58014174819067 + --- Workload: 697242000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 373 in the X datas point +-------------- + --- Configuration: 222200-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11496525749.918375 + --- Energy: 80.2428888615872 + --- Workload: 922514000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303000-1-3' +--- Neighbour 0 in the list of neghbours, And at position 698 in the X datas point +-------------- + --- Configuration: 003000-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11733357112.937082 + --- Energy: 59.40661316486577 + --- Workload: 697039000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 725 in the X datas point +-------------- + --- Configuration: 300000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11702585803.359112 + --- Energy: 59.58014174819067 + --- Workload: 697242000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 579 in the X datas point +-------------- + --- Configuration: 200000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11184606402.516088 + --- Energy: 64.33997409241996 + --- Workload: 719617000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 413 in the X datas point +-------------- + --- Configuration: 303000-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10778103635.777699 + --- Energy: 74.4831318809973 + --- Workload: 802787000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 373 in the X datas point +-------------- + --- Configuration: 222200-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11496525749.918375 + --- Energy: 80.2428888615872 + --- Workload: 922514000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 344 in the X datas point +-------------- + --- Configuration: 303303-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13438548206.760126 + --- Energy: 83.98672527663341 + --- Workload: 1128660000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (74.4831318809973 mAh) is far from the median. +--- Median :64.30775539783755, the gap is : 10 +--- So yes we remove this configuration '303000-1-3' +--- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 0, 0, 1.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '100011-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100011-3-2' +--- Neighbour 0 in the list of neghbours, And at position 414 in the X datas point +-------------- + --- Configuration: 100011-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13125943427.183828 + --- Energy: 80.21675217727041 + --- Workload: 1052920000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 549 in the X datas point +-------------- + --- Configuration: 101011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13990494857.793615 + --- Energy: 77.57621667528683 + --- Workload: 1085330000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 219 in the X datas point +-------------- + --- Configuration: 100111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11605101602.664532 + --- Energy: 80.0526614822044 + --- Workload: 929019000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 409 in the X datas point +-------------- + --- Configuration: 101111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17713662193.376507 + --- Energy: 64.82001619850253 + --- Workload: 1148200000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 536 in the X datas point +-------------- + --- Configuration: 000022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13874571102.320799 + --- Energy: 80.16963008427506 + --- Workload: 1112320000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 546 in the X datas point +-------------- + --- Configuration: 110011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14409055803.391315 + --- Energy: 74.74536356458539 + --- Workload: 1077010000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100011-3-2' +--- Neighbour 0 in the list of neghbours, And at position 409 in the X datas point +-------------- + --- Configuration: 101111-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 17713662193.376507 + --- Energy: 64.82001619850253 + --- Workload: 1148200000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 546 in the X datas point +-------------- + --- Configuration: 110011-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14409055803.391315 + --- Energy: 74.74536356458539 + --- Workload: 1077010000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 549 in the X datas point +-------------- + --- Configuration: 101011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13990494857.793615 + --- Energy: 77.57621667528683 + --- Workload: 1085330000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 219 in the X datas point +-------------- + --- Configuration: 100111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11605101602.664532 + --- Energy: 80.0526614822044 + --- Workload: 929019000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 536 in the X datas point +-------------- + --- Configuration: 000022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13874571102.320799 + --- Energy: 80.16963008427506 + --- Workload: 1112320000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 414 in the X datas point +-------------- + --- Configuration: 100011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13125943427.183828 + --- Energy: 80.21675217727041 + --- Workload: 1052920000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 219 in the X datas point +-------------- + --- Configuration: 100111-3-1 + --- Energy efficiency: 11605101602.664532 + --- Energy: 80.0526614822044 + --- Workload: 929019000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (80.0526614822044 mAh) it is NOT far from the median. +--- Median :80.0526614822044, the gap is : 10 +--- So No we don't romove this configuration '100011-3-2' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '110101-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110101-2-1' +--- Neighbour 0 in the list of neghbours, And at position 415 in the X datas point +-------------- + --- Configuration: 110101-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13709391069.976845 + --- Energy: 58.449843734673564 + --- Workload: 801312000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110101-2-1' +--- Neighbour 0 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 415 in the X datas point +-------------- + --- Configuration: 110101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13709391069.976845 + --- Energy: 58.449843734673564 + --- Workload: 801312000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (50.3428670012474 mAh) it is NOT far from the median. +--- Median :50.3428670012474, the gap is : 10 +--- So No we don't romove this configuration '110101-2-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 0, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '101101-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101101-3-2' +--- Neighbour 0 in the list of neghbours, And at position 416 in the X datas point +-------------- + --- Configuration: 101101-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 409 in the X datas point +-------------- + --- Configuration: 101111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17713662193.376507 + --- Energy: 64.82001619850253 + --- Workload: 1148200000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 484 in the X datas point +-------------- + --- Configuration: 111101-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14396443502.597118 + --- Energy: 78.98892594686254 + --- Workload: 1137160000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 541 in the X datas point +-------------- + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 549 in the X datas point +-------------- + --- Configuration: 101011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13990494857.793615 + --- Energy: 77.57621667528683 + --- Workload: 1085330000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 637 in the X datas point +-------------- + --- Configuration: 202200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767808660.50236 + --- Energy: 75.38525435820448 + --- Workload: 1037890000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101101-3-2' +--- Neighbour 0 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 541 in the X datas point +-------------- + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 409 in the X datas point +-------------- + --- Configuration: 101111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17713662193.376507 + --- Energy: 64.82001619850253 + --- Workload: 1148200000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 637 in the X datas point +-------------- + --- Configuration: 202200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767808660.50236 + --- Energy: 75.38525435820448 + --- Workload: 1037890000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 549 in the X datas point +-------------- + --- Configuration: 101011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13990494857.793615 + --- Energy: 77.57621667528683 + --- Workload: 1085330000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 484 in the X datas point +-------------- + --- Configuration: 111101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14396443502.597118 + --- Energy: 78.98892594686254 + --- Workload: 1137160000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 416 in the X datas point +-------------- + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.19043109374802 mAh) it is NOT far from the median. +--- Median :75.19043109374802, the gap is : 10 +--- So No we don't romove this configuration '101101-3-2' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 0, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '111110-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111110-1-0' +--- Neighbour 0 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 417 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111110-1-0' +--- Neighbour 0 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 417 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (33.06575864579996 mAh) it is NOT far from the median. +--- Median :33.06575864579996, the gap is : 10 +--- So No we don't romove this configuration '111110-1-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '002020-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002020-2-0' +--- Neighbour 0 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 569 in the X datas point +-------------- + --- Configuration: 002020-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10921513634.417622 + --- Energy: 52.90383875415112 + --- Workload: 577790000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 739 in the X datas point +-------------- + --- Configuration: 002220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5804639067.542781 + --- Energy: 13.05030508081098 + --- Workload: 75752500000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 448 in the X datas point +-------------- + --- Configuration: 001011-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11898288669.140718 + --- Energy: 44.48907436947681 + --- Workload: 529344000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 524 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8465178488.288426 + --- Energy: 29.660392939079458 + --- Workload: 251081000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 537 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8558932529.934866 + --- Energy: 29.331584322088812 + --- Workload: 251046000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 620 in the X datas point +-------------- + --- Configuration: 002000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12453749886.359531 + --- Energy: 52.141300619742324 + --- Workload: 649355000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002020-2-0' +--- Neighbour 0 in the list of neghbours, And at position 739 in the X datas point +-------------- + --- Configuration: 002220-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5804639067.542781 + --- Energy: 13.05030508081098 + --- Workload: 75752500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 537 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8558932529.934866 + --- Energy: 29.331584322088812 + --- Workload: 251046000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 524 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8465178488.288426 + --- Energy: 29.660392939079458 + --- Workload: 251081000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 448 in the X datas point +-------------- + --- Configuration: 001011-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11898288669.140718 + --- Energy: 44.48907436947681 + --- Workload: 529344000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 620 in the X datas point +-------------- + --- Configuration: 002000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12453749886.359531 + --- Energy: 52.141300619742324 + --- Workload: 649355000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 569 in the X datas point +-------------- + --- Configuration: 002020-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10921513634.417622 + --- Energy: 52.90383875415112 + --- Workload: 577790000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (42.00513493266639 mAh) it is NOT far from the median. +--- Median :42.00513493266639, the gap is : 10 +--- So No we don't romove this configuration '002020-2-0' + --- remove_aberrant_points: The value [1.0, 0, 0, 1, 0, 1, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '330000-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 571 in the X datas point +-------------- + --- Configuration: 220000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13209690629.045467 + --- Energy: 73.69017863100204 + --- Workload: 973425000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 469 in the X datas point +-------------- + --- Configuration: 330030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 542 in the X datas point +-------------- + --- Configuration: 330330-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12443165840.025682 + --- Energy: 76.18345987594073 + --- Workload: 947963000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 635 in the X datas point +-------------- + --- Configuration: 330003-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13484449059.122566 + --- Energy: 94.49408464421893 + --- Workload: 1274200000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 639 in the X datas point +-------------- + --- Configuration: 330033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14337678127.72864 + --- Energy: 96.1514888870947 + --- Workload: 1378590000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 686 in the X datas point +-------------- + --- Configuration: 300003-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12797379096.760984 + --- Energy: 88.86270165652928 + --- Workload: 1137210000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 735 in the X datas point +-------------- + --- Configuration: 030000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11179904791.930792 + --- Energy: 92.80579213921902 + --- Workload: 1037560000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 571 in the X datas point +-------------- + --- Configuration: 220000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13209690629.045467 + --- Energy: 73.69017863100204 + --- Workload: 973425000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 542 in the X datas point +-------------- + --- Configuration: 330330-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12443165840.025682 + --- Energy: 76.18345987594073 + --- Workload: 947963000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 469 in the X datas point +-------------- + --- Configuration: 330030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 686 in the X datas point +-------------- + --- Configuration: 300003-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12797379096.760984 + --- Energy: 88.86270165652928 + --- Workload: 1137210000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 735 in the X datas point +-------------- + --- Configuration: 030000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11179904791.930792 + --- Energy: 92.80579213921902 + --- Workload: 1037560000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 635 in the X datas point +-------------- + --- Configuration: 330003-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13484449059.122566 + --- Energy: 94.49408464421893 + --- Workload: 1274200000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 639 in the X datas point +-------------- + --- Configuration: 330033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14337678127.72864 + --- Energy: 96.1514888870947 + --- Workload: 1378590000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (83.68676450959153 mAh) it is NOT far from the median. +--- Median :83.68676450959153, the gap is : 10 +--- So No we don't romove this configuration '330000-3-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '003003-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003003-3-3' +--- Neighbour 0 in the list of neghbours, And at position 420 in the X datas point +-------------- + --- Configuration: 003003-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12601108141.449959 + --- Energy: 86.43365459642617 + --- Workload: 1089160000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 658 in the X datas point +-------------- + --- Configuration: 003000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12284333175.684391 + --- Energy: 71.49261933404156 + --- Workload: 878239000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 656 in the X datas point +-------------- + --- Configuration: 003333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14264907898.62215 + --- Energy: 85.34158691455114 + --- Workload: 1217390000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 686 in the X datas point +-------------- + --- Configuration: 300003-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12797379096.760984 + --- Energy: 88.86270165652928 + --- Workload: 1137210000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003003-3-3' +--- Neighbour 0 in the list of neghbours, And at position 658 in the X datas point +-------------- + --- Configuration: 003000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12284333175.684391 + --- Energy: 71.49261933404156 + --- Workload: 878239000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 656 in the X datas point +-------------- + --- Configuration: 003333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14264907898.62215 + --- Energy: 85.34158691455114 + --- Workload: 1217390000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 420 in the X datas point +-------------- + --- Configuration: 003003-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12601108141.449959 + --- Energy: 86.43365459642617 + --- Workload: 1089160000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 686 in the X datas point +-------------- + --- Configuration: 300003-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12797379096.760984 + --- Energy: 88.86270165652928 + --- Workload: 1137210000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 656 in the X datas point +-------------- + --- Configuration: 003333-3-3 + --- Energy efficiency: 14264907898.62215 + --- Energy: 85.34158691455114 + --- Workload: 1217390000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (85.34158691455114 mAh) it is NOT far from the median. +--- Median :85.34158691455114, the gap is : 10 +--- So No we don't romove this configuration '003003-3-3' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 0, 0, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '000022-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000022-3-3' +--- Neighbour 0 in the list of neghbours, And at position 421 in the X datas point +-------------- + --- Configuration: 000022-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 536 in the X datas point +-------------- + --- Configuration: 000022-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13874571102.320799 + --- Energy: 80.16963008427506 + --- Workload: 1112320000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 504 in the X datas point +-------------- + --- Configuration: 022022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14551380926.049883 + --- Energy: 88.0748025631995 + --- Workload: 1281610000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 519 in the X datas point +-------------- + --- Configuration: 200022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14287673738.112658 + --- Energy: 84.52879791585856 + --- Workload: 1207720000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 625 in the X datas point +-------------- + --- Configuration: 000222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13901728679.961353 + --- Energy: 85.57933287675009 + --- Workload: 1189700000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000022-3-3' +--- Neighbour 0 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 421 in the X datas point +-------------- + --- Configuration: 000022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 536 in the X datas point +-------------- + --- Configuration: 000022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13874571102.320799 + --- Energy: 80.16963008427506 + --- Workload: 1112320000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 519 in the X datas point +-------------- + --- Configuration: 200022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14287673738.112658 + --- Energy: 84.52879791585856 + --- Workload: 1207720000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 625 in the X datas point +-------------- + --- Configuration: 000222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13901728679.961353 + --- Energy: 85.57933287675009 + --- Workload: 1189700000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 504 in the X datas point +-------------- + --- Configuration: 022022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14551380926.049883 + --- Energy: 88.0748025631995 + --- Workload: 1281610000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 519 in the X datas point +-------------- + --- Configuration: 200022-2-3 + --- Energy efficiency: 14287673738.112658 + --- Energy: 84.52879791585856 + --- Workload: 1207720000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (84.52879791585856 mAh) it is NOT far from the median. +--- Median :84.52879791585856, the gap is : 10 +--- So No we don't romove this configuration '000022-3-3' + --- remove_aberrant_points: The value [1.0, 0, 0, 0, 0, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '033000-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 432 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12711988294.801178 + --- Energy: 62.72069654525214 + --- Workload: 797305000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 684 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12932729116.229023 + --- Energy: 61.75656078333707 + --- Workload: 798681000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 685 in the X datas point +-------------- + --- Configuration: 022000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11527098479.46044 + --- Energy: 41.488651501874486 + --- Workload: 478244000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 685 in the X datas point +-------------- + --- Configuration: 022000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11527098479.46044 + --- Energy: 41.488651501874486 + --- Workload: 478244000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 684 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12932729116.229023 + --- Energy: 61.75656078333707 + --- Workload: 798681000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 432 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12711988294.801178 + --- Energy: 62.72069654525214 + --- Workload: 797305000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (43.85899784030102 mAh) it is NOT far from the median. +--- Median :43.85899784030102, the gap is : 10 +--- So No we don't romove this configuration '033000-2-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '011100-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011100-1-1' +--- Neighbour 0 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 754 in the X datas point +-------------- + --- Configuration: 022200-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6134705871.52699 + --- Energy: 12.369555647233597 + --- Workload: 75883500000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 527 in the X datas point +-------------- + --- Configuration: 011000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8513536523.071684 + --- Energy: 29.34546622830315 + --- Workload: 249834000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 539 in the X datas point +-------------- + --- Configuration: 020200-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12611406007.821594 + --- Energy: 35.941505988108695 + --- Workload: 453273000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011100-1-1' +--- Neighbour 0 in the list of neghbours, And at position 754 in the X datas point +-------------- + --- Configuration: 022200-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6134705871.52699 + --- Energy: 12.369555647233597 + --- Workload: 75883500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 527 in the X datas point +-------------- + --- Configuration: 011000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8513536523.071684 + --- Energy: 29.34546622830315 + --- Workload: 249834000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 539 in the X datas point +-------------- + --- Configuration: 020200-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12611406007.821594 + --- Energy: 35.941505988108695 + --- Workload: 453273000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (40.3948990870666 mAh) it is NOT far from the median. +--- Median :40.3948990870666, the gap is : 10 +--- So No we don't romove this configuration '011100-1-1' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '033303-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033303-0-0' +--- Neighbour 0 in the list of neghbours, And at position 424 in the X datas point +-------------- + --- Configuration: 033303-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 550 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 714 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11117855943.716965 + --- Energy: 59.358545626680076 + --- Workload: 659940000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 734 in the X datas point +-------------- + --- Configuration: 030303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8880442601.259247 + --- Energy: 43.68880457674721 + --- Workload: 387977000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033303-0-0' +--- Neighbour 0 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 734 in the X datas point +-------------- + --- Configuration: 030303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8880442601.259247 + --- Energy: 43.68880457674721 + --- Workload: 387977000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 424 in the X datas point +-------------- + --- Configuration: 033303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 550 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 714 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11117855943.716965 + --- Energy: 59.358545626680076 + --- Workload: 659940000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (51.680919654150905 mAh) is far from the median. +--- Median :39.76219318534942, the gap is : 10 +--- So yes we remove this configuration '033303-0-0' +--- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 0, 1, 0.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '010100-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010100-3-0' +--- Neighbour 0 in the list of neghbours, And at position 425 in the X datas point +-------------- + --- Configuration: 010100-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10448185359.16682 + --- Energy: 57.70074631354511 + --- Workload: 602868000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 361 in the X datas point +-------------- + --- Configuration: 010101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12300183518.7381 + --- Energy: 48.5955323771484 + --- Workload: 597734000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 460 in the X datas point +-------------- + --- Configuration: 110101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11763017543.364365 + --- Energy: 58.12337398418788 + --- Workload: 683706000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 707 in the X datas point +-------------- + --- Configuration: 111100-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12514281924.246046 + --- Energy: 51.769595901132256 + --- Workload: 647859000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 716 in the X datas point +-------------- + --- Configuration: 010110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11786670689.850264 + --- Energy: 44.887978162079634 + --- Workload: 529080000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010100-3-0' +--- Neighbour 0 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 716 in the X datas point +-------------- + --- Configuration: 010110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11786670689.850264 + --- Energy: 44.887978162079634 + --- Workload: 529080000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 361 in the X datas point +-------------- + --- Configuration: 010101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12300183518.7381 + --- Energy: 48.5955323771484 + --- Workload: 597734000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 707 in the X datas point +-------------- + --- Configuration: 111100-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12514281924.246046 + --- Energy: 51.769595901132256 + --- Workload: 647859000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 425 in the X datas point +-------------- + --- Configuration: 010100-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10448185359.16682 + --- Energy: 57.70074631354511 + --- Workload: 602868000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 460 in the X datas point +-------------- + --- Configuration: 110101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11763017543.364365 + --- Energy: 58.12337398418788 + --- Workload: 683706000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (52.3623981374209 mAh) it is NOT far from the median. +--- Median :52.3623981374209, the gap is : 10 +--- So No we don't romove this configuration '010100-3-0' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '110000-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 426 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11352245417.38233 + --- Energy: 42.47266528928453 + --- Workload: 482160000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 670 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11355055554.6093 + --- Energy: 42.151077227704505 + --- Workload: 478628000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 446 in the X datas point +-------------- + --- Configuration: 011000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11398700320.189491 + --- Energy: 41.92258529337472 + --- Workload: 477863000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 446 in the X datas point +-------------- + --- Configuration: 011000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11398700320.189491 + --- Energy: 41.92258529337472 + --- Workload: 477863000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 670 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11355055554.6093 + --- Energy: 42.151077227704505 + --- Workload: 478628000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 426 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11352245417.38233 + --- Energy: 42.47266528928453 + --- Workload: 482160000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (42.6214864172658 mAh) it is NOT far from the median. +--- Median :42.6214864172658, the gap is : 10 +--- So No we don't romove this configuration '110000-2-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '101110-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101110-1-0' +--- Neighbour 0 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 417 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101110-1-0' +--- Neighbour 0 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 417 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (33.06575864579996 mAh) it is NOT far from the median. +--- Median :33.06575864579996, the gap is : 10 +--- So No we don't romove this configuration '101110-1-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '100100-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100100-1-1' +--- Neighbour 0 in the list of neghbours, And at position 428 in the X datas point +-------------- + --- Configuration: 100100-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12184957913.155367 + --- Energy: 38.48271275814499 + --- Workload: 468910000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 671 in the X datas point +-------------- + --- Configuration: 100100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12819017268.498163 + --- Energy: 54.9760816945145 + --- Workload: 704739000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 533 in the X datas point +-------------- + --- Configuration: 000110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12859238913.085691 + --- Energy: 36.48721262882221 + --- Workload: 469198000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 613 in the X datas point +-------------- + --- Configuration: 000100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12336586491.191061 + --- Energy: 52.305660553812594 + --- Workload: 645273000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 621 in the X datas point +-------------- + --- Configuration: 100000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12660327218.817299 + --- Energy: 51.604696137494564 + --- Workload: 653332000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 643 in the X datas point +-------------- + --- Configuration: 100001-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12431780603.935902 + --- Energy: 37.245499593655026 + --- Workload: 463028000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100100-1-1' +--- Neighbour 0 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 533 in the X datas point +-------------- + --- Configuration: 000110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12859238913.085691 + --- Energy: 36.48721262882221 + --- Workload: 469198000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 643 in the X datas point +-------------- + --- Configuration: 100001-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12431780603.935902 + --- Energy: 37.245499593655026 + --- Workload: 463028000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 428 in the X datas point +-------------- + --- Configuration: 100100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12184957913.155367 + --- Energy: 38.48271275814499 + --- Workload: 468910000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 621 in the X datas point +-------------- + --- Configuration: 100000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12660327218.817299 + --- Energy: 51.604696137494564 + --- Workload: 653332000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 613 in the X datas point +-------------- + --- Configuration: 000100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12336586491.191061 + --- Energy: 52.305660553812594 + --- Workload: 645273000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 671 in the X datas point +-------------- + --- Configuration: 100100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12819017268.498163 + --- Energy: 54.9760816945145 + --- Workload: 704739000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 643 in the X datas point +-------------- + --- Configuration: 100001-1-1 + --- Energy efficiency: 12431780603.935902 + --- Energy: 37.245499593655026 + --- Workload: 463028000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (37.245499593655026 mAh) it is NOT far from the median. +--- Median :37.245499593655026, the gap is : 10 +--- So No we don't romove this configuration '100100-1-1' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '222220-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222220-2-2' +--- Neighbour 0 in the list of neghbours, And at position 429 in the X datas point +-------------- + --- Configuration: 222220-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14754441824.711329 + --- Energy: 76.06186087808521 + --- Workload: 1122250000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 374 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 444 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13985779259.648788 + --- Energy: 76.30755632960373 + --- Workload: 1067220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 554 in the X datas point +-------------- + --- Configuration: 222222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16070659475.582241 + --- Energy: 93.5530302681106 + --- Workload: 1503460000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 745 in the X datas point +-------------- + --- Configuration: 222020-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5816929591.88422 + --- Energy: 13.02862273430083 + --- Workload: 75786600000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222220-2-2' +--- Neighbour 0 in the list of neghbours, And at position 745 in the X datas point +-------------- + --- Configuration: 222020-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5816929591.88422 + --- Energy: 13.02862273430083 + --- Workload: 75786600000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 374 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 429 in the X datas point +-------------- + --- Configuration: 222220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14754441824.711329 + --- Energy: 76.06186087808521 + --- Workload: 1122250000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 444 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13985779259.648788 + --- Energy: 76.30755632960373 + --- Workload: 1067220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 554 in the X datas point +-------------- + --- Configuration: 222222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16070659475.582241 + --- Energy: 93.5530302681106 + --- Workload: 1503460000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 374 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (74.4883903754354 mAh) it is NOT far from the median. +--- Median :74.4883903754354, the gap is : 10 +--- So No we don't romove this configuration '222220-2-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 0, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '002022-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002022-3-0' +--- Neighbour 0 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 569 in the X datas point +-------------- + --- Configuration: 002020-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10921513634.417622 + --- Energy: 52.90383875415112 + --- Workload: 577790000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 657 in the X datas point +-------------- + --- Configuration: 202022-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14577046981.822424 + --- Energy: 55.92467118019403 + --- Workload: 815217000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 448 in the X datas point +-------------- + --- Configuration: 001011-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11898288669.140718 + --- Energy: 44.48907436947681 + --- Workload: 529344000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 501 in the X datas point +-------------- + --- Configuration: 000011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10884176040.66328 + --- Energy: 53.28388273452391 + --- Workload: 579951000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 544 in the X datas point +-------------- + --- Configuration: 202022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002022-3-0' +--- Neighbour 0 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 448 in the X datas point +-------------- + --- Configuration: 001011-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11898288669.140718 + --- Energy: 44.48907436947681 + --- Workload: 529344000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 569 in the X datas point +-------------- + --- Configuration: 002020-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10921513634.417622 + --- Energy: 52.90383875415112 + --- Workload: 577790000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 501 in the X datas point +-------------- + --- Configuration: 000011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10884176040.66328 + --- Energy: 53.28388273452391 + --- Workload: 579951000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 657 in the X datas point +-------------- + --- Configuration: 202022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14577046981.822424 + --- Energy: 55.92467118019403 + --- Workload: 815217000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 544 in the X datas point +-------------- + --- Configuration: 202022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 657 in the X datas point +-------------- + --- Configuration: 202022-3-0 + --- Energy efficiency: 14577046981.822424 + --- Energy: 55.92467118019403 + --- Workload: 815217000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (55.92467118019403 mAh) it is NOT far from the median. +--- Median :55.92467118019403, the gap is : 10 +--- So No we don't romove this configuration '002022-3-0' + --- remove_aberrant_points: The value [1.0, 0, 0, 1, 0, 1, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 0, 1, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '003030-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003030-1-1' +--- Neighbour 0 in the list of neghbours, And at position 431 in the X datas point +-------------- + --- Configuration: 003030-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11942166476.189112 + --- Energy: 38.31727344984162 + --- Workload: 457591000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 459 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13313575986.569265 + --- Energy: 58.999551683518746 + --- Workload: 785495000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 582 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13451237917.42554 + --- Energy: 58.6370944765814 + --- Workload: 788742000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 364 in the X datas point +-------------- + --- Configuration: 000033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 365 in the X datas point +-------------- + --- Configuration: 033030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12790717009.223387 + --- Energy: 62.0291609855632 + --- Workload: 793397000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 457 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 674 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13890586627.254442 + --- Energy: 40.077884631026805 + --- Workload: 556705000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 698 in the X datas point +-------------- + --- Configuration: 003000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11733357112.937082 + --- Energy: 59.40661316486577 + --- Workload: 697039000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003030-1-1' +--- Neighbour 0 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 431 in the X datas point +-------------- + --- Configuration: 003030-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11942166476.189112 + --- Energy: 38.31727344984162 + --- Workload: 457591000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 674 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13890586627.254442 + --- Energy: 40.077884631026805 + --- Workload: 556705000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 457 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 364 in the X datas point +-------------- + --- Configuration: 000033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 582 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451237917.42554 + --- Energy: 58.6370944765814 + --- Workload: 788742000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 459 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13313575986.569265 + --- Energy: 58.999551683518746 + --- Workload: 785495000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 698 in the X datas point +-------------- + --- Configuration: 003000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11733357112.937082 + --- Energy: 59.40661316486577 + --- Workload: 697039000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 365 in the X datas point +-------------- + --- Configuration: 033030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12790717009.223387 + --- Energy: 62.0291609855632 + --- Workload: 793397000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 364 in the X datas point +-------------- + --- Configuration: 000033-1-1 + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (38.31727344984162 mAh) is far from the median. +--- Median :51.3326168675035, the gap is : 10 +--- So yes we remove this configuration '003030-1-1' +--- remove_aberrant_points: The value [2.0, 0, 0, 1, 0, 1, 0, 1.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '033003-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033003-2-0' +--- Neighbour 0 in the list of neghbours, And at position 432 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12711988294.801178 + --- Energy: 62.72069654525214 + --- Workload: 797305000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 684 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12932729116.229023 + --- Energy: 61.75656078333707 + --- Workload: 798681000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 574 in the X datas point +-------------- + --- Configuration: 333033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14444312840.70523 + --- Energy: 70.98779227993477 + --- Workload: 1025370000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 685 in the X datas point +-------------- + --- Configuration: 022000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11527098479.46044 + --- Energy: 41.488651501874486 + --- Workload: 478244000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033003-2-0' +--- Neighbour 0 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 685 in the X datas point +-------------- + --- Configuration: 022000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11527098479.46044 + --- Energy: 41.488651501874486 + --- Workload: 478244000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 684 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12932729116.229023 + --- Energy: 61.75656078333707 + --- Workload: 798681000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 432 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12711988294.801178 + --- Energy: 62.72069654525214 + --- Workload: 797305000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 574 in the X datas point +-------------- + --- Configuration: 333033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14444312840.70523 + --- Energy: 70.98779227993477 + --- Workload: 1025370000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (54.087718626572986 mAh) it is NOT far from the median. +--- Median :54.087718626572986, the gap is : 10 +--- So No we don't romove this configuration '033003-2-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '010111-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010111-1-1' +--- Neighbour 0 in the list of neghbours, And at position 433 in the X datas point +-------------- + --- Configuration: 010111-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13352311418.629679 + --- Energy: 42.04621333129826 + --- Workload: 561414000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 611 in the X datas point +-------------- + --- Configuration: 010111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13285064266.49839 + --- Energy: 63.33291473508287 + --- Workload: 841382000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 726 in the X datas point +-------------- + --- Configuration: 010111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14055841045.304787 + --- Energy: 57.13542391806448 + --- Workload: 803087000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010111-1-1' +--- Neighbour 0 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 433 in the X datas point +-------------- + --- Configuration: 010111-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13352311418.629679 + --- Energy: 42.04621333129826 + --- Workload: 561414000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 726 in the X datas point +-------------- + --- Configuration: 010111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14055841045.304787 + --- Energy: 57.13542391806448 + --- Workload: 803087000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 611 in the X datas point +-------------- + --- Configuration: 010111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13285064266.49839 + --- Energy: 63.33291473508287 + --- Workload: 841382000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (42.04621333129826 mAh) is far from the median. +--- Median :54.9134481539672, the gap is : 10 +--- So yes we remove this configuration '010111-1-1' +--- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 1, 1, 1.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '303330-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303330-0-0' +--- Neighbour 0 in the list of neghbours, And at position 434 in the X datas point +-------------- + --- Configuration: 303330-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5989960825.6562 + --- Energy: 27.414270971275005 + --- Workload: 164210000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 49 in the X datas point +-------------- + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 377 in the X datas point +-------------- + --- Configuration: 300333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10542740269.050732 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303330-0-0' +--- Neighbour 0 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 434 in the X datas point +-------------- + --- Configuration: 303330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5989960825.6562 + --- Energy: 27.414270971275005 + --- Workload: 164210000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 49 in the X datas point +-------------- + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 377 in the X datas point +-------------- + --- Configuration: 300333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10542740269.050732 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 49 in the X datas point +-------------- + --- Configuration: 303300-0-1 + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (33.55309393673303 mAh) it is NOT far from the median. +--- Median :33.55309393673303, the gap is : 10 +--- So No we don't romove this configuration '303330-0-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '010010-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010010-1-1' +--- Neighbour 0 in the list of neghbours, And at position 435 in the X datas point +-------------- + --- Configuration: 010010-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12144942603.001259 + --- Energy: 38.33628258038769 + --- Workload: 465592000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 634 in the X datas point +-------------- + --- Configuration: 010010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8677467220.867573 + --- Energy: 29.01647467870326 + --- Workload: 251789000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 433 in the X datas point +-------------- + --- Configuration: 010111-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13352311418.629679 + --- Energy: 42.04621333129826 + --- Workload: 561414000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 464 in the X datas point +-------------- + --- Configuration: 010110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9252662453.621029 + --- Energy: 32.02904675461461 + --- Workload: 296355000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 533 in the X datas point +-------------- + --- Configuration: 000110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12859238913.085691 + --- Energy: 36.48721262882221 + --- Workload: 469198000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010010-1-1' +--- Neighbour 0 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 634 in the X datas point +-------------- + --- Configuration: 010010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8677467220.867573 + --- Energy: 29.01647467870326 + --- Workload: 251789000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 464 in the X datas point +-------------- + --- Configuration: 010110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9252662453.621029 + --- Energy: 32.02904675461461 + --- Workload: 296355000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 533 in the X datas point +-------------- + --- Configuration: 000110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12859238913.085691 + --- Energy: 36.48721262882221 + --- Workload: 469198000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 435 in the X datas point +-------------- + --- Configuration: 010010-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12144942603.001259 + --- Energy: 38.33628258038769 + --- Workload: 465592000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 433 in the X datas point +-------------- + --- Configuration: 010111-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13352311418.629679 + --- Energy: 42.04621333129826 + --- Workload: 561414000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 533 in the X datas point +-------------- + --- Configuration: 000110-1-1 + --- Energy efficiency: 12859238913.085691 + --- Energy: 36.48721262882221 + --- Workload: 469198000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (36.48721262882221 mAh) it is NOT far from the median. +--- Median :36.48721262882221, the gap is : 10 +--- So No we don't romove this configuration '010010-1-1' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 0, 1, 0, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '030300-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030300-2-2' +--- Neighbour 0 in the list of neghbours, And at position 436 in the X datas point +-------------- + --- Configuration: 030300-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 520 in the X datas point +-------------- + --- Configuration: 030300-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13386827094.402565 + --- Energy: 73.31275563806082 + --- Workload: 981425000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 122 in the X datas point +-------------- + --- Configuration: 000300-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11063476697.552206 + --- Energy: 90.2662722413003 + --- Workload: 998659000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 334 in the X datas point +-------------- + --- Configuration: 333300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 506 in the X datas point +-------------- + --- Configuration: 030303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13120776749.983599 + --- Energy: 76.53052030248016 + --- Workload: 1004140000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 511 in the X datas point +-------------- + --- Configuration: 220200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13871530210.112068 + --- Energy: 73.91177263939154 + --- Workload: 1025270000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030300-2-2' +--- Neighbour 0 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 436 in the X datas point +-------------- + --- Configuration: 030300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 520 in the X datas point +-------------- + --- Configuration: 030300-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13386827094.402565 + --- Energy: 73.31275563806082 + --- Workload: 981425000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 334 in the X datas point +-------------- + --- Configuration: 333300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 511 in the X datas point +-------------- + --- Configuration: 220200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13871530210.112068 + --- Energy: 73.91177263939154 + --- Workload: 1025270000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 506 in the X datas point +-------------- + --- Configuration: 030303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13120776749.983599 + --- Energy: 76.53052030248016 + --- Workload: 1004140000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 122 in the X datas point +-------------- + --- Configuration: 000300-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11063476697.552206 + --- Energy: 90.2662722413003 + --- Workload: 998659000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 334 in the X datas point +-------------- + --- Configuration: 333300-2-2 + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (73.5143630448687 mAh) it is NOT far from the median. +--- Median :73.5143630448687, the gap is : 10 +--- So No we don't romove this configuration '030300-2-2' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '033000-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 699 in the X datas point +-------------- + --- Configuration: 033000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12307419651.010809 + --- Energy: 36.77983717149928 + --- Workload: 452665000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 432 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12711988294.801178 + --- Energy: 62.72069654525214 + --- Workload: 797305000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 529 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10992187852.093517 + --- Energy: 31.06062061477282 + --- Workload: 341424000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 529 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10992187852.093517 + --- Energy: 31.06062061477282 + --- Workload: 341424000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 699 in the X datas point +-------------- + --- Configuration: 033000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12307419651.010809 + --- Energy: 36.77983717149928 + --- Workload: 452665000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 432 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12711988294.801178 + --- Energy: 62.72069654525214 + --- Workload: 797305000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 699 in the X datas point +-------------- + --- Configuration: 033000-1-1 + --- Energy efficiency: 12307419651.010809 + --- Energy: 36.77983717149928 + --- Workload: 452665000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (36.77983717149928 mAh) it is NOT far from the median. +--- Median :36.77983717149928, the gap is : 10 +--- So No we don't romove this configuration '033000-1-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '000110-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000110-3-1' +--- Neighbour 0 in the list of neghbours, And at position 438 in the X datas point +-------------- + --- Configuration: 000110-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10984846404.38515 + --- Energy: 74.34214040531062 + --- Workload: 816637000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 622 in the X datas point +-------------- + --- Configuration: 000010-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11230529070.224499 + --- Energy: 65.58873751640105 + --- Workload: 736596000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 204 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 219 in the X datas point +-------------- + --- Configuration: 100111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11605101602.664532 + --- Energy: 80.0526614822044 + --- Workload: 929019000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 613 in the X datas point +-------------- + --- Configuration: 000100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12336586491.191061 + --- Energy: 52.305660553812594 + --- Workload: 645273000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 623 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12940377211.995731 + --- Energy: 67.57287611693334 + --- Workload: 874419000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000110-3-1' +--- Neighbour 0 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 613 in the X datas point +-------------- + --- Configuration: 000100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12336586491.191061 + --- Energy: 52.305660553812594 + --- Workload: 645273000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 622 in the X datas point +-------------- + --- Configuration: 000010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11230529070.224499 + --- Energy: 65.58873751640105 + --- Workload: 736596000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 623 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12940377211.995731 + --- Energy: 67.57287611693334 + --- Workload: 874419000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 204 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 438 in the X datas point +-------------- + --- Configuration: 000110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10984846404.38515 + --- Energy: 74.34214040531062 + --- Workload: 816637000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 219 in the X datas point +-------------- + --- Configuration: 100111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11605101602.664532 + --- Energy: 80.0526614822044 + --- Workload: 929019000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 623 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Energy efficiency: 12940377211.995731 + --- Energy: 67.57287611693334 + --- Workload: 874419000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (67.57287611693334 mAh) it is NOT far from the median. +--- Median :67.57287611693334, the gap is : 10 +--- So No we don't romove this configuration '000110-3-1' + --- remove_aberrant_points: The value [0.0, 0, 0, 0, 1, 1, 0, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '033330-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033330-2-3' +--- Neighbour 0 in the list of neghbours, And at position 439 in the X datas point +-------------- + --- Configuration: 033330-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 030330-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033330-2-3' +--- Neighbour 0 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 030330-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 439 in the X datas point +-------------- + --- Configuration: 033330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (79.5738884766809 mAh) it is NOT far from the median. +--- Median :79.5738884766809, the gap is : 10 +--- So No we don't romove this configuration '033330-2-3' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 1, 0, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '011011-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011011-3-2' +--- Neighbour 0 in the list of neghbours, And at position 440 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 761 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6079027355.6231 + --- Energy: 12.473598223784801 + --- Workload: 75827400000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 545 in the X datas point +-------------- + --- Configuration: 011010-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13560884983.354015 + --- Energy: 77.7920837079026 + --- Workload: 1054930000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 256 in the X datas point +-------------- + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 271 in the X datas point +-------------- + --- Configuration: 010111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5520012806.429711 + --- Energy: 13.6504873016518 + --- Workload: 75350800000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011011-3-2' +--- Neighbour 0 in the list of neghbours, And at position 761 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6079027355.6231 + --- Energy: 12.473598223784801 + --- Workload: 75827400000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 271 in the X datas point +-------------- + --- Configuration: 010111-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5520012806.429711 + --- Energy: 13.6504873016518 + --- Workload: 75350800000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 256 in the X datas point +-------------- + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 545 in the X datas point +-------------- + --- Configuration: 011010-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13560884983.354015 + --- Energy: 77.7920837079026 + --- Workload: 1054930000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 440 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (74.73239429974956 mAh) it is NOT far from the median. +--- Median :74.73239429974956, the gap is : 10 +--- So No we don't romove this configuration '011011-3-2' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '020202-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020202-2-0' +--- Neighbour 0 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 509 in the X datas point +-------------- + --- Configuration: 000202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 740 in the X datas point +-------------- + --- Configuration: 020222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 361 in the X datas point +-------------- + --- Configuration: 010101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12300183518.7381 + --- Energy: 48.5955323771484 + --- Workload: 597734000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 577 in the X datas point +-------------- + --- Configuration: 330303-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14185463588.042788 + --- Energy: 62.03120341832688 + --- Workload: 879941000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020202-2-0' +--- Neighbour 0 in the list of neghbours, And at position 740 in the X datas point +-------------- + --- Configuration: 020222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 509 in the X datas point +-------------- + --- Configuration: 000202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 361 in the X datas point +-------------- + --- Configuration: 010101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12300183518.7381 + --- Energy: 48.5955323771484 + --- Workload: 597734000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 577 in the X datas point +-------------- + --- Configuration: 330303-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14185463588.042788 + --- Energy: 62.03120341832688 + --- Workload: 879941000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 361 in the X datas point +-------------- + --- Configuration: 010101-3-0 + --- Energy efficiency: 12300183518.7381 + --- Energy: 48.5955323771484 + --- Workload: 597734000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (48.5955323771484 mAh) it is NOT far from the median. +--- Median :48.5955323771484, the gap is : 10 +--- So No we don't romove this configuration '020202-2-0' + --- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 0, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '101011-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101011-1-0' +--- Neighbour 0 in the list of neghbours, And at position 442 in the X datas point +-------------- + --- Configuration: 101011-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101011-1-0' +--- Neighbour 0 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 442 in the X datas point +-------------- + --- Configuration: 101011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 442 in the X datas point +-------------- + --- Configuration: 101011-1-0 + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (33.39150595873643 mAh) it is NOT far from the median. +--- Median :33.39150595873643, the gap is : 10 +--- So No we don't romove this configuration '101011-1-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 0, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '303330-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303330-2-3' +--- Neighbour 0 in the list of neghbours, And at position 443 in the X datas point +-------------- + --- Configuration: 303330-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 407 in the X datas point +-------------- + --- Configuration: 303333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8563403439.062821 + --- Energy: 105.00109687320945 + --- Workload: 899168000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303330-2-3' +--- Neighbour 0 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 443 in the X datas point +-------------- + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 407 in the X datas point +-------------- + --- Configuration: 303333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8563403439.062821 + --- Energy: 105.00109687320945 + --- Workload: 899168000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (94.73104953565642 mAh) is far from the median. +--- Median :78.20736118066493, the gap is : 10 +--- So yes we remove this configuration '303330-2-3' +--- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '022220-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022220-2-2' +--- Neighbour 0 in the list of neghbours, And at position 374 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 444 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13985779259.648788 + --- Energy: 76.30755632960373 + --- Workload: 1067220000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 429 in the X datas point +-------------- + --- Configuration: 222220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14754441824.711329 + --- Energy: 76.06186087808521 + --- Workload: 1122250000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022220-2-2' +--- Neighbour 0 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 374 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 429 in the X datas point +-------------- + --- Configuration: 222220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14754441824.711329 + --- Energy: 76.06186087808521 + --- Workload: 1122250000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 444 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985779259.648788 + --- Energy: 76.30755632960373 + --- Workload: 1067220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 374 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (74.4883903754354 mAh) it is NOT far from the median. +--- Median :74.4883903754354, the gap is : 10 +--- So No we don't romove this configuration '022220-2-2' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1, 0, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '200022-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200022-1-0' +--- Neighbour 0 in the list of neghbours, And at position 445 in the X datas point +-------------- + --- Configuration: 200022-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11839826096.634293 + --- Energy: 39.46922201479768 + --- Workload: 467309000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 673 in the X datas point +-------------- + --- Configuration: 200020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8721209108.430794 + --- Energy: 28.854441560215296 + --- Workload: 251645000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 339 in the X datas point +-------------- + --- Configuration: 220002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12468874571.85002 + --- Energy: 37.3545557848716 + --- Workload: 465769000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 359 in the X datas point +-------------- + --- Configuration: 100011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 4992984856.276931 + --- Energy: 24.1374403681183 + --- Workload: 120518000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 442 in the X datas point +-------------- + --- Configuration: 101011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 456 in the X datas point +-------------- + --- Configuration: 300033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8819508753.362438 + --- Energy: 43.98581744362714 + --- Workload: 387933000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200022-1-0' +--- Neighbour 0 in the list of neghbours, And at position 359 in the X datas point +-------------- + --- Configuration: 100011-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 4992984856.276931 + --- Energy: 24.1374403681183 + --- Workload: 120518000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 673 in the X datas point +-------------- + --- Configuration: 200020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8721209108.430794 + --- Energy: 28.854441560215296 + --- Workload: 251645000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 442 in the X datas point +-------------- + --- Configuration: 101011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 339 in the X datas point +-------------- + --- Configuration: 220002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12468874571.85002 + --- Energy: 37.3545557848716 + --- Workload: 465769000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 445 in the X datas point +-------------- + --- Configuration: 200022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11839826096.634293 + --- Energy: 39.46922201479768 + --- Workload: 467309000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 456 in the X datas point +-------------- + --- Configuration: 300033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8819508753.362438 + --- Energy: 43.98581744362714 + --- Workload: 387933000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 339 in the X datas point +-------------- + --- Configuration: 220002-1-0 + --- Energy efficiency: 12468874571.85002 + --- Energy: 37.3545557848716 + --- Workload: 465769000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (37.3545557848716 mAh) it is NOT far from the median. +--- Median :37.3545557848716, the gap is : 10 +--- So No we don't romove this configuration '200022-1-0' + --- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '011000-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 446 in the X datas point +-------------- + --- Configuration: 011000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11398700320.189491 + --- Energy: 41.92258529337472 + --- Workload: 477863000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 527 in the X datas point +-------------- + --- Configuration: 011000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8513536523.071684 + --- Energy: 29.34546622830315 + --- Workload: 249834000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 685 in the X datas point +-------------- + --- Configuration: 022000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11527098479.46044 + --- Energy: 41.488651501874486 + --- Workload: 478244000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 329 in the X datas point +-------------- + --- Configuration: 011001-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 426 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11352245417.38233 + --- Energy: 42.47266528928453 + --- Workload: 482160000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 527 in the X datas point +-------------- + --- Configuration: 011000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8513536523.071684 + --- Energy: 29.34546622830315 + --- Workload: 249834000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 685 in the X datas point +-------------- + --- Configuration: 022000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11527098479.46044 + --- Energy: 41.488651501874486 + --- Workload: 478244000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 446 in the X datas point +-------------- + --- Configuration: 011000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11398700320.189491 + --- Energy: 41.92258529337472 + --- Workload: 477863000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 426 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11352245417.38233 + --- Energy: 42.47266528928453 + --- Workload: 482160000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 329 in the X datas point +-------------- + --- Configuration: 011001-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (42.6850354508384 mAh) it is NOT far from the median. +--- Median :42.6850354508384, the gap is : 10 +--- So No we don't romove this configuration '011000-2-0' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '020200-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020200-2-2' +--- Neighbour 0 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 436 in the X datas point +-------------- + --- Configuration: 030300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 511 in the X datas point +-------------- + --- Configuration: 220200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13871530210.112068 + --- Energy: 73.91177263939154 + --- Workload: 1025270000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 320 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15067865666.964005 + --- Energy: 86.55908372523825 + --- Workload: 1304260000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 374 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020200-2-2' +--- Neighbour 0 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 436 in the X datas point +-------------- + --- Configuration: 030300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 511 in the X datas point +-------------- + --- Configuration: 220200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13871530210.112068 + --- Energy: 73.91177263939154 + --- Workload: 1025270000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 374 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 320 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15067865666.964005 + --- Energy: 86.55908372523825 + --- Workload: 1304260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 436 in the X datas point +-------------- + --- Configuration: 030300-2-2 + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (72.31426635370143 mAh) it is NOT far from the median. +--- Median :72.31426635370143, the gap is : 10 +--- So No we don't romove this configuration '020200-2-2' + --- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 0, 0, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '001011-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '001011-2-0' +--- Neighbour 0 in the list of neghbours, And at position 448 in the X datas point +-------------- + --- Configuration: 001011-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11898288669.140718 + --- Energy: 44.48907436947681 + --- Workload: 529344000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 345 in the X datas point +-------------- + --- Configuration: 011111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 404 in the X datas point +-------------- + --- Configuration: 111011-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 442 in the X datas point +-------------- + --- Configuration: 101011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 501 in the X datas point +-------------- + --- Configuration: 000011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10884176040.66328 + --- Energy: 53.28388273452391 + --- Workload: 579951000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '001011-2-0' +--- Neighbour 0 in the list of neghbours, And at position 404 in the X datas point +-------------- + --- Configuration: 111011-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 442 in the X datas point +-------------- + --- Configuration: 101011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10229007008.915602 + --- Energy: 33.39150595873643 + --- Workload: 341562000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 448 in the X datas point +-------------- + --- Configuration: 001011-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11898288669.140718 + --- Energy: 44.48907436947681 + --- Workload: 529344000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 345 in the X datas point +-------------- + --- Configuration: 011111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 501 in the X datas point +-------------- + --- Configuration: 000011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10884176040.66328 + --- Energy: 53.28388273452391 + --- Workload: 579951000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (41.82246108428108 mAh) it is NOT far from the median. +--- Median :41.82246108428108, the gap is : 10 +--- So No we don't romove this configuration '001011-2-0' + --- remove_aberrant_points: The value [0.0, 0, 0, 1, 0, 1, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '202000-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202000-1-2' +--- Neighbour 0 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 710 in the X datas point +-------------- + --- Configuration: 101000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11887652176.807428 + --- Energy: 62.71395189420631 + --- Workload: 745522000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 202022-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 376 in the X datas point +-------------- + --- Configuration: 222200-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13164009072.635054 + --- Energy: 63.2881080327642 + --- Workload: 833125000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 413 in the X datas point +-------------- + --- Configuration: 303000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10778103635.777699 + --- Energy: 74.4831318809973 + --- Workload: 802787000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 579 in the X datas point +-------------- + --- Configuration: 200000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11184606402.516088 + --- Energy: 64.33997409241996 + --- Workload: 719617000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 664 in the X datas point +-------------- + --- Configuration: 222002-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13972451913.80674 + --- Energy: 76.4325894344246 + --- Workload: 1067950000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202000-1-2' +--- Neighbour 0 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 710 in the X datas point +-------------- + --- Configuration: 101000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11887652176.807428 + --- Energy: 62.71395189420631 + --- Workload: 745522000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 376 in the X datas point +-------------- + --- Configuration: 222200-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13164009072.635054 + --- Energy: 63.2881080327642 + --- Workload: 833125000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 579 in the X datas point +-------------- + --- Configuration: 200000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11184606402.516088 + --- Energy: 64.33997409241996 + --- Workload: 719617000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 202022-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 413 in the X datas point +-------------- + --- Configuration: 303000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10778103635.777699 + --- Energy: 74.4831318809973 + --- Workload: 802787000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 664 in the X datas point +-------------- + --- Configuration: 222002-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13972451913.80674 + --- Energy: 76.4325894344246 + --- Workload: 1067950000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 710 in the X datas point +-------------- + --- Configuration: 101000-1-2 + --- Energy efficiency: 11887652176.807428 + --- Energy: 62.71395189420631 + --- Workload: 745522000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (62.71395189420631 mAh) it is NOT far from the median. +--- Median :62.71395189420631, the gap is : 10 +--- So No we don't romove this configuration '202000-1-2' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '200000-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200000-1-1' +--- Neighbour 0 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 617 in the X datas point +-------------- + --- Configuration: 200000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7496364263.332283 + --- Energy: 27.54961888696046 + --- Workload: 206522000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200000-1-1' +--- Neighbour 0 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 617 in the X datas point +-------------- + --- Configuration: 200000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7496364263.332283 + --- Energy: 27.54961888696046 + --- Workload: 206522000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (35.08751 mAh) it is NOT far from the median. +--- Median :35.08751, the gap is : 10 +--- So No we don't romove this configuration '200000-1-1' + --- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '111010-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111010-2-0' +--- Neighbour 0 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 404 in the X datas point +-------------- + --- Configuration: 111011-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 470 in the X datas point +-------------- + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111010-2-0' +--- Neighbour 0 in the list of neghbours, And at position 404 in the X datas point +-------------- + --- Configuration: 111011-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 470 in the X datas point +-------------- + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (45.07023497595242 mAh) it is NOT far from the median. +--- Median :45.07023497595242, the gap is : 10 +--- So No we don't romove this configuration '111010-2-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '020000-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020000-3-2' +--- Neighbour 0 in the list of neghbours, And at position 452 in the X datas point +-------------- + --- Configuration: 020000-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11844664334.057436 + --- Energy: 85.8782938267127 + --- Workload: 1017200000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 666 in the X datas point +-------------- + --- Configuration: 010000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12860297304.353083 + --- Energy: 72.53963798699066 + --- Workload: 932881000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 735 in the X datas point +-------------- + --- Configuration: 030000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11179904791.930792 + --- Energy: 92.80579213921902 + --- Workload: 1037560000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 571 in the X datas point +-------------- + --- Configuration: 220000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13209690629.045467 + --- Energy: 73.69017863100204 + --- Workload: 973425000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020000-3-2' +--- Neighbour 0 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 666 in the X datas point +-------------- + --- Configuration: 010000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12860297304.353083 + --- Energy: 72.53963798699066 + --- Workload: 932881000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 571 in the X datas point +-------------- + --- Configuration: 220000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13209690629.045467 + --- Energy: 73.69017863100204 + --- Workload: 973425000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 452 in the X datas point +-------------- + --- Configuration: 020000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11844664334.057436 + --- Energy: 85.8782938267127 + --- Workload: 1017200000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 735 in the X datas point +-------------- + --- Configuration: 030000-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11179904791.930792 + --- Energy: 92.80579213921902 + --- Workload: 1037560000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.28586489330746 mAh) it is NOT far from the median. +--- Median :77.28586489330746, the gap is : 10 +--- So No we don't romove this configuration '020000-3-2' + --- remove_aberrant_points: The value [1.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '022222-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022222-1-2' +--- Neighbour 0 in the list of neghbours, And at position 453 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14702487807.961985 + --- Energy: 79.9871211726851 + --- Workload: 1176010000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 528 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15108433225.257673 + --- Energy: 77.62624080393333 + --- Workload: 1172810000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 530 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15452391953.012367 + --- Energy: 81.35830423904434 + --- Workload: 1257180000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022222-1-2' +--- Neighbour 0 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 528 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15108433225.257673 + --- Energy: 77.62624080393333 + --- Workload: 1172810000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 453 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14702487807.961985 + --- Energy: 79.9871211726851 + --- Workload: 1176010000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 530 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15452391953.012367 + --- Energy: 81.35830423904434 + --- Workload: 1257180000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 528 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Energy efficiency: 15108433225.257673 + --- Energy: 77.62624080393333 + --- Workload: 1172810000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.62624080393333 mAh) it is NOT far from the median. +--- Median :77.62624080393333, the gap is : 10 +--- So No we don't romove this configuration '022222-1-2' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '333330-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333330-1-2' +--- Neighbour 0 in the list of neghbours, And at position 454 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13293134893.415646 + --- Energy: 66.54311678610547 + --- Workload: 884567000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 663 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13587842685.392525 + --- Energy: 64.90106538269521 + --- Workload: 881865000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 348 in the X datas point +-------------- + --- Configuration: 333330-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12855040139.862837 + --- Energy: 54.89737027002233 + --- Workload: 705708000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333330-1-2' +--- Neighbour 0 in the list of neghbours, And at position 348 in the X datas point +-------------- + --- Configuration: 333330-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12855040139.862837 + --- Energy: 54.89737027002233 + --- Workload: 705708000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 663 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13587842685.392525 + --- Energy: 64.90106538269521 + --- Workload: 881865000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 454 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13293134893.415646 + --- Energy: 66.54311678610547 + --- Workload: 884567000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (64.6001284096528 mAh) it is NOT far from the median. +--- Median :64.6001284096528, the gap is : 10 +--- So No we don't romove this configuration '333330-1-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '101111-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101111-1-1' +--- Neighbour 0 in the list of neghbours, And at position 455 in the X datas point +-------------- + --- Configuration: 101111-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14337534230.862976 + --- Energy: 42.54593968589113 + --- Workload: 610004000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 341 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 490 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929324771.852247 + --- Energy: 40.838573735993684 + --- Workload: 650531000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101111-1-1' +--- Neighbour 0 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 341 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 490 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929324771.852247 + --- Energy: 40.838573735993684 + --- Workload: 650531000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 455 in the X datas point +-------------- + --- Configuration: 101111-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14337534230.862976 + --- Energy: 42.54593968589113 + --- Workload: 610004000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (41.43583708148781 mAh) it is NOT far from the median. +--- Median :41.43583708148781, the gap is : 10 +--- So No we don't romove this configuration '101111-1-1' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '300033-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300033-0-0' +--- Neighbour 0 in the list of neghbours, And at position 456 in the X datas point +-------------- + --- Configuration: 300033-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8819508753.362438 + --- Energy: 43.98581744362714 + --- Workload: 387933000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 377 in the X datas point +-------------- + --- Configuration: 300333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10542740269.050732 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 590 in the X datas point +-------------- + --- Configuration: 303033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10435766293.101019 + --- Energy: 50.121642670795254 + --- Workload: 523058000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 445 in the X datas point +-------------- + --- Configuration: 200022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11839826096.634293 + --- Energy: 39.46922201479768 + --- Workload: 467309000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 627 in the X datas point +-------------- + --- Configuration: 300303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9265607916.535404 + --- Energy: 41.90141554208418 + --- Workload: 388241000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300033-0-0' +--- Neighbour 0 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 445 in the X datas point +-------------- + --- Configuration: 200022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11839826096.634293 + --- Energy: 39.46922201479768 + --- Workload: 467309000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 627 in the X datas point +-------------- + --- Configuration: 300303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9265607916.535404 + --- Energy: 41.90141554208418 + --- Workload: 388241000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 456 in the X datas point +-------------- + --- Configuration: 300033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8819508753.362438 + --- Energy: 43.98581744362714 + --- Workload: 387933000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 377 in the X datas point +-------------- + --- Configuration: 300333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10542740269.050732 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 590 in the X datas point +-------------- + --- Configuration: 303033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10435766293.101019 + --- Energy: 50.121642670795254 + --- Workload: 523058000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 456 in the X datas point +-------------- + --- Configuration: 300033-0-0 + --- Energy efficiency: 8819508753.362438 + --- Energy: 43.98581744362714 + --- Workload: 387933000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (43.98581744362714 mAh) it is NOT far from the median. +--- Median :43.98581744362714, the gap is : 10 +--- So No we don't romove this configuration '300033-0-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '303330-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303330-1-1' +--- Neighbour 0 in the list of neghbours, And at position 457 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 674 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13890586627.254442 + --- Energy: 40.077884631026805 + --- Workload: 556705000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 746 in the X datas point +-------------- + --- Configuration: 303330-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5746300818.847867 + --- Energy: 13.100460968293364 + --- Workload: 75279300000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 49 in the X datas point +-------------- + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303330-1-1' +--- Neighbour 0 in the list of neghbours, And at position 746 in the X datas point +-------------- + --- Configuration: 303330-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5746300818.847867 + --- Energy: 13.100460968293364 + --- Workload: 75279300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 49 in the X datas point +-------------- + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 674 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13890586627.254442 + --- Energy: 40.077884631026805 + --- Workload: 556705000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 457 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (39.9195324609141 mAh) it is NOT far from the median. +--- Median :39.9195324609141, the gap is : 10 +--- So No we don't romove this configuration '303330-1-1' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '220022-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220022-3-3' +--- Neighbour 0 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 326 in the X datas point +-------------- + --- Configuration: 220222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14253216951.065857 + --- Energy: 99.56004804973213 + --- Workload: 1419050000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 639 in the X datas point +-------------- + --- Configuration: 330033-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14337678127.72864 + --- Energy: 96.1514888870947 + --- Workload: 1378590000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220022-3-3' +--- Neighbour 0 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 639 in the X datas point +-------------- + --- Configuration: 330033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14337678127.72864 + --- Energy: 96.1514888870947 + --- Workload: 1378590000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 326 in the X datas point +-------------- + --- Configuration: 220222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14253216951.065857 + --- Energy: 99.56004804973213 + --- Workload: 1419050000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (95.35824625251036 mAh) it is NOT far from the median. +--- Median :95.35824625251036, the gap is : 10 +--- So No we don't romove this configuration '220022-3-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '003033-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003033-1-1' +--- Neighbour 0 in the list of neghbours, And at position 459 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13313575986.569265 + --- Energy: 58.999551683518746 + --- Workload: 785495000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 582 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13451237917.42554 + --- Energy: 58.6370944765814 + --- Workload: 788742000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 364 in the X datas point +-------------- + --- Configuration: 000033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 431 in the X datas point +-------------- + --- Configuration: 003030-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11942166476.189112 + --- Energy: 38.31727344984162 + --- Workload: 457591000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 194 in the X datas point +-------------- + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003033-1-1' +--- Neighbour 0 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 431 in the X datas point +-------------- + --- Configuration: 003030-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11942166476.189112 + --- Energy: 38.31727344984162 + --- Workload: 457591000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 364 in the X datas point +-------------- + --- Configuration: 000033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 582 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13451237917.42554 + --- Energy: 58.6370944765814 + --- Workload: 788742000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 459 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13313575986.569265 + --- Energy: 58.999551683518746 + --- Workload: 785495000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 194 in the X datas point +-------------- + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 582 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Energy efficiency: 13451237917.42554 + --- Energy: 58.6370944765814 + --- Workload: 788742000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (58.6370944765814 mAh) it is NOT far from the median. +--- Median :58.6370944765814, the gap is : 10 +--- So No we don't romove this configuration '003033-1-1' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '110101-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110101-3-0' +--- Neighbour 0 in the list of neghbours, And at position 460 in the X datas point +-------------- + --- Configuration: 110101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11763017543.364365 + --- Energy: 58.12337398418788 + --- Workload: 683706000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 361 in the X datas point +-------------- + --- Configuration: 010101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12300183518.7381 + --- Energy: 48.5955323771484 + --- Workload: 597734000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110101-3-0' +--- Neighbour 0 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 361 in the X datas point +-------------- + --- Configuration: 010101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12300183518.7381 + --- Energy: 48.5955323771484 + --- Workload: 597734000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 460 in the X datas point +-------------- + --- Configuration: 110101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11763017543.364365 + --- Energy: 58.12337398418788 + --- Workload: 683706000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (49.41931284357229 mAh) it is NOT far from the median. +--- Median :49.41931284357229, the gap is : 10 +--- So No we don't romove this configuration '110101-3-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 0, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '011111-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011111-3-3' +--- Neighbour 0 in the list of neghbours, And at position 461 in the X datas point +-------------- + --- Configuration: 011111-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12672600823.212149 + --- Energy: 85.29350021391399 + --- Workload: 1080890000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 392 in the X datas point +-------------- + --- Configuration: 001111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12266206111.514534 + --- Energy: 87.6643983443653 + --- Workload: 1075310000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011111-3-3' +--- Neighbour 0 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 461 in the X datas point +-------------- + --- Configuration: 011111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12672600823.212149 + --- Energy: 85.29350021391399 + --- Workload: 1080890000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 392 in the X datas point +-------------- + --- Configuration: 001111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12266206111.514534 + --- Energy: 87.6643983443653 + --- Workload: 1075310000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 461 in the X datas point +-------------- + --- Configuration: 011111-3-3 + --- Energy efficiency: 12672600823.212149 + --- Energy: 85.29350021391399 + --- Workload: 1080890000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (85.29350021391399 mAh) it is NOT far from the median. +--- Median :85.29350021391399, the gap is : 10 +--- So No we don't romove this configuration '011111-3-3' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '110001-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110001-3-1' +--- Neighbour 0 in the list of neghbours, And at position 462 in the X datas point +-------------- + --- Configuration: 110001-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12127533138.4843 + --- Energy: 68.11268258859181 + --- Workload: 826039000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 383 in the X datas point +-------------- + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 415 in the X datas point +-------------- + --- Configuration: 110101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13709391069.976845 + --- Energy: 58.449843734673564 + --- Workload: 801312000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 460 in the X datas point +-------------- + --- Configuration: 110101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11763017543.364365 + --- Energy: 58.12337398418788 + --- Workload: 683706000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 551 in the X datas point +-------------- + --- Configuration: 011001-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12797903191.541098 + --- Energy: 64.71265249480714 + --- Workload: 828186000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110001-3-1' +--- Neighbour 0 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 460 in the X datas point +-------------- + --- Configuration: 110101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11763017543.364365 + --- Energy: 58.12337398418788 + --- Workload: 683706000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 415 in the X datas point +-------------- + --- Configuration: 110101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13709391069.976845 + --- Energy: 58.449843734673564 + --- Workload: 801312000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 551 in the X datas point +-------------- + --- Configuration: 011001-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12797903191.541098 + --- Energy: 64.71265249480714 + --- Workload: 828186000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 462 in the X datas point +-------------- + --- Configuration: 110001-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12127533138.4843 + --- Energy: 68.11268258859181 + --- Workload: 826039000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 383 in the X datas point +-------------- + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 551 in the X datas point +-------------- + --- Configuration: 011001-3-1 + --- Energy efficiency: 12797903191.541098 + --- Energy: 64.71265249480714 + --- Workload: 828186000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (64.71265249480714 mAh) it is NOT far from the median. +--- Median :64.71265249480714, the gap is : 10 +--- So No we don't romove this configuration '110001-3-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '002200-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002200-1-3' +--- Neighbour 0 in the list of neghbours, And at position 463 in the X datas point +-------------- + --- Configuration: 002200-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10650251079.669203 + --- Energy: 76.69149413315175 + --- Workload: 816784000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 373 in the X datas point +-------------- + --- Configuration: 222200-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11496525749.918375 + --- Energy: 80.2428888615872 + --- Workload: 922514000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 553 in the X datas point +-------------- + --- Configuration: 002220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13196111369.901518 + --- Energy: 79.03690304614342 + --- Workload: 1042980000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 677 in the X datas point +-------------- + --- Configuration: 003330-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11341636167.116741 + --- Energy: 75.53040676188047 + --- Workload: 856638000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 747 in the X datas point +-------------- + --- Configuration: 101100-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5792903692.976104 + --- Energy: 13.162529333531099 + --- Workload: 76249300000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 122 in the X datas point +-------------- + --- Configuration: 000300-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11063476697.552206 + --- Energy: 90.2662722413003 + --- Workload: 998659000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002200-1-3' +--- Neighbour 0 in the list of neghbours, And at position 747 in the X datas point +-------------- + --- Configuration: 101100-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5792903692.976104 + --- Energy: 13.162529333531099 + --- Workload: 76249300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 677 in the X datas point +-------------- + --- Configuration: 003330-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11341636167.116741 + --- Energy: 75.53040676188047 + --- Workload: 856638000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 463 in the X datas point +-------------- + --- Configuration: 002200-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10650251079.669203 + --- Energy: 76.69149413315175 + --- Workload: 816784000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 553 in the X datas point +-------------- + --- Configuration: 002220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13196111369.901518 + --- Energy: 79.03690304614342 + --- Workload: 1042980000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 373 in the X datas point +-------------- + --- Configuration: 222200-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11496525749.918375 + --- Energy: 80.2428888615872 + --- Workload: 922514000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 122 in the X datas point +-------------- + --- Configuration: 000300-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11063476697.552206 + --- Energy: 90.2662722413003 + --- Workload: 998659000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.17119209715501 mAh) it is NOT far from the median. +--- Median :77.17119209715501, the gap is : 10 +--- So No we don't romove this configuration '002200-1-3' + --- remove_aberrant_points: The value [1.0, 0, 0, 1, 1, 0, 0, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '010110-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010110-1-0' +--- Neighbour 0 in the list of neghbours, And at position 464 in the X datas point +-------------- + --- Configuration: 010110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9252662453.621029 + --- Energy: 32.02904675461461 + --- Workload: 296355000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 634 in the X datas point +-------------- + --- Configuration: 010010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8677467220.867573 + --- Energy: 29.01647467870326 + --- Workload: 251789000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 683 in the X datas point +-------------- + --- Configuration: 010100-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8609853115.905842 + --- Energy: 29.1448725037754 + --- Workload: 250933000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 716 in the X datas point +-------------- + --- Configuration: 010110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11786670689.850264 + --- Energy: 44.887978162079634 + --- Workload: 529080000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 417 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010110-1-0' +--- Neighbour 0 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 634 in the X datas point +-------------- + --- Configuration: 010010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8677467220.867573 + --- Energy: 29.01647467870326 + --- Workload: 251789000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 683 in the X datas point +-------------- + --- Configuration: 010100-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8609853115.905842 + --- Energy: 29.1448725037754 + --- Workload: 250933000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 464 in the X datas point +-------------- + --- Configuration: 010110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9252662453.621029 + --- Energy: 32.02904675461461 + --- Workload: 296355000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 417 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11201155959.295 + --- Energy: 34.4916252352497 + --- Workload: 386346000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 716 in the X datas point +-------------- + --- Configuration: 010110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11786670689.850264 + --- Energy: 44.887978162079634 + --- Workload: 529080000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (32.3869731002721 mAh) it is NOT far from the median. +--- Median :32.3869731002721, the gap is : 10 +--- So No we don't romove this configuration '010110-1-0' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '330333-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330333-2-0' +--- Neighbour 0 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 360 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 577 in the X datas point +-------------- + --- Configuration: 330303-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14185463588.042788 + --- Energy: 62.03120341832688 + --- Workload: 879941000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 771 in the X datas point +-------------- + --- Configuration: 330333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10314063225.207571 + --- Energy: 24.401835984242894 + --- Workload: 251682000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330333-2-0' +--- Neighbour 0 in the list of neghbours, And at position 771 in the X datas point +-------------- + --- Configuration: 330333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10314063225.207571 + --- Energy: 24.401835984242894 + --- Workload: 251682000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 577 in the X datas point +-------------- + --- Configuration: 330303-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14185463588.042788 + --- Energy: 62.03120341832688 + --- Workload: 879941000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 360 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 360 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.0574196537613 mAh) it is NOT far from the median. +--- Median :75.0574196537613, the gap is : 10 +--- So No we don't romove this configuration '330333-2-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 1, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '202220-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202220-3-0' +--- Neighbour 0 in the list of neghbours, And at position 244 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 466 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11749390206.648275 + --- Energy: 56.72728338180733 + --- Workload: 666511000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 607 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12845347158.352303 + --- Energy: 50.56673738427292 + --- Workload: 649547000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202220-3-0' +--- Neighbour 0 in the list of neghbours, And at position 607 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12845347158.352303 + --- Energy: 50.56673738427292 + --- Workload: 649547000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 244 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 466 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11749390206.648275 + --- Energy: 56.72728338180733 + --- Workload: 666511000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 466 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Energy efficiency: 11749390206.648275 + --- Energy: 56.72728338180733 + --- Workload: 666511000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (56.72728338180733 mAh) it is NOT far from the median. +--- Median :56.72728338180733, the gap is : 10 +--- So No we don't romove this configuration '202220-3-0' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '003300-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003300-3-1' +--- Neighbour 0 in the list of neghbours, And at position 467 in the X datas point +-------------- + --- Configuration: 003300-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 618 in the X datas point +-------------- + --- Configuration: 003300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10679504855.436882 + --- Energy: 57.61668750338357 + --- Workload: 615318000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 600 in the X datas point +-------------- + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 605 in the X datas point +-------------- + --- Configuration: 303000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12131240613.452576 + --- Energy: 64.34512219904238 + --- Workload: 780586000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 720 in the X datas point +-------------- + --- Configuration: 003300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11105916010.39958 + --- Energy: 43.401448789067906 + --- Workload: 482013000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003300-3-1' +--- Neighbour 0 in the list of neghbours, And at position 720 in the X datas point +-------------- + --- Configuration: 003300-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11105916010.39958 + --- Energy: 43.401448789067906 + --- Workload: 482013000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 618 in the X datas point +-------------- + --- Configuration: 003300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10679504855.436882 + --- Energy: 57.61668750338357 + --- Workload: 615318000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 605 in the X datas point +-------------- + --- Configuration: 303000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12131240613.452576 + --- Energy: 64.34512219904238 + --- Workload: 780586000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 467 in the X datas point +-------------- + --- Configuration: 003300-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 600 in the X datas point +-------------- + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 605 in the X datas point +-------------- + --- Configuration: 303000-3-1 + --- Energy efficiency: 12131240613.452576 + --- Energy: 64.34512219904238 + --- Workload: 780586000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (64.34512219904238 mAh) it is NOT far from the median. +--- Median :64.34512219904238, the gap is : 10 +--- So No we don't romove this configuration '003300-3-1' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 0, 0, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '200222-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200222-1-3' +--- Neighbour 0 in the list of neghbours, And at position 468 in the X datas point +-------------- + --- Configuration: 200222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12966704097.21916 + --- Energy: 85.45268353263162 + --- Workload: 1108040000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 406 in the X datas point +-------------- + --- Configuration: 202222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10660117090.726126 + --- Energy: 17.65816139009 + --- Workload: 188238000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 79 in the X datas point +-------------- + --- Configuration: 100101-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 402 in the X datas point +-------------- + --- Configuration: 300333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13575059899.951809 + --- Energy: 82.7944265603379 + --- Workload: 1123940000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200222-1-3' +--- Neighbour 0 in the list of neghbours, And at position 406 in the X datas point +-------------- + --- Configuration: 202222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10660117090.726126 + --- Energy: 17.65816139009 + --- Workload: 188238000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 79 in the X datas point +-------------- + --- Configuration: 100101-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 402 in the X datas point +-------------- + --- Configuration: 300333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13575059899.951809 + --- Energy: 82.7944265603379 + --- Workload: 1123940000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 468 in the X datas point +-------------- + --- Configuration: 200222-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12966704097.21916 + --- Energy: 85.45268353263162 + --- Workload: 1108040000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (80.17631322756387 mAh) it is NOT far from the median. +--- Median :80.17631322756387, the gap is : 10 +--- So No we don't romove this configuration '200222-1-3' + --- remove_aberrant_points: The value [1.0, 1, 0, 0, 1, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '330030-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330030-3-2' +--- Neighbour 0 in the list of neghbours, And at position 469 in the X datas point +-------------- + --- Configuration: 330030-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 542 in the X datas point +-------------- + --- Configuration: 330330-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12443165840.025682 + --- Energy: 76.18345987594073 + --- Workload: 947963000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 635 in the X datas point +-------------- + --- Configuration: 330003-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13484449059.122566 + --- Energy: 94.49408464421893 + --- Workload: 1274200000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330030-3-2' +--- Neighbour 0 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 542 in the X datas point +-------------- + --- Configuration: 330330-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12443165840.025682 + --- Energy: 76.18345987594073 + --- Workload: 947963000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 469 in the X datas point +-------------- + --- Configuration: 330030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 635 in the X datas point +-------------- + --- Configuration: 330003-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13484449059.122566 + --- Energy: 94.49408464421893 + --- Workload: 1274200000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 469 in the X datas point +-------------- + --- Configuration: 330030-3-2 + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (79.44879111187178 mAh) it is NOT far from the median. +--- Median :79.44879111187178, the gap is : 10 +--- So No we don't romove this configuration '330030-3-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 1, 0, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '111010-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111010-3-0' +--- Neighbour 0 in the list of neghbours, And at position 470 in the X datas point +-------------- + --- Configuration: 111010-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 744 in the X datas point +-------------- + --- Configuration: 111110-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6030926591.561527 + --- Energy: 12.568567782753549 + --- Workload: 75800200000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 753 in the X datas point +-------------- + --- Configuration: 101010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5716180219.729967 + --- Energy: 13.04299789746687 + --- Workload: 74556000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111010-3-0' +--- Neighbour 0 in the list of neghbours, And at position 744 in the X datas point +-------------- + --- Configuration: 111110-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6030926591.561527 + --- Energy: 12.568567782753549 + --- Workload: 75800200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 753 in the X datas point +-------------- + --- Configuration: 101010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5716180219.729967 + --- Energy: 13.04299789746687 + --- Workload: 74556000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 470 in the X datas point +-------------- + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (45.07023497595242 mAh) it is NOT far from the median. +--- Median :45.07023497595242, the gap is : 10 +--- So No we don't romove this configuration '111010-3-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '220222-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220222-3-2' +--- Neighbour 0 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 471 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14772139744.44198 + --- Energy: 98.66003637723567 + --- Workload: 1457420000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 326 in the X datas point +-------------- + --- Configuration: 220222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14253216951.065857 + --- Energy: 99.56004804973213 + --- Workload: 1419050000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 330 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15386698506.874779 + --- Energy: 100.44256053548322 + --- Workload: 1545480000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220222-3-2' +--- Neighbour 0 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 471 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14772139744.44198 + --- Energy: 98.66003637723567 + --- Workload: 1457420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 326 in the X datas point +-------------- + --- Configuration: 220222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14253216951.065857 + --- Energy: 99.56004804973213 + --- Workload: 1419050000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 330 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15386698506.874779 + --- Energy: 100.44256053548322 + --- Workload: 1545480000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (95.9288937521245 mAh) it is NOT far from the median. +--- Median :95.9288937521245, the gap is : 10 +--- So No we don't romove this configuration '220222-3-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '303000-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303000-2-1' +--- Neighbour 0 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 733 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12720752763.265518 + --- Energy: 54.90126391795327 + --- Workload: 698385000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 605 in the X datas point +-------------- + --- Configuration: 303000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12131240613.452576 + --- Energy: 64.34512219904238 + --- Workload: 780586000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 718 in the X datas point +-------------- + --- Configuration: 202000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12501375151.26664 + --- Energy: 55.880391426208845 + --- Workload: 698582000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 518 in the X datas point +-------------- + --- Configuration: 303303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 620 in the X datas point +-------------- + --- Configuration: 002000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12453749886.359531 + --- Energy: 52.141300619742324 + --- Workload: 649355000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303000-2-1' +--- Neighbour 0 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 620 in the X datas point +-------------- + --- Configuration: 002000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12453749886.359531 + --- Energy: 52.141300619742324 + --- Workload: 649355000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 733 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12720752763.265518 + --- Energy: 54.90126391795327 + --- Workload: 698385000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 718 in the X datas point +-------------- + --- Configuration: 202000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12501375151.26664 + --- Energy: 55.880391426208845 + --- Workload: 698582000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 605 in the X datas point +-------------- + --- Configuration: 303000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12131240613.452576 + --- Energy: 64.34512219904238 + --- Workload: 780586000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 518 in the X datas point +-------------- + --- Configuration: 303303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 733 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Energy efficiency: 12720752763.265518 + --- Energy: 54.90126391795327 + --- Workload: 698385000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (54.90126391795327 mAh) it is NOT far from the median. +--- Median :54.90126391795327, the gap is : 10 +--- So No we don't romove this configuration '303000-2-1' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '222222-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-2-1' +--- Neighbour 0 in the list of neghbours, And at position 473 in the X datas point +-------------- + --- Configuration: 222222-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16028749164.501448 + --- Energy: 76.22620686685552 + --- Workload: 1221810000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-2-1' +--- Neighbour 0 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 473 in the X datas point +-------------- + --- Configuration: 222222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16028749164.501448 + --- Energy: 76.22620686685552 + --- Workload: 1221810000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (76.22620686685552 mAh) is far from the median. +--- Median :58.7321270588738, the gap is : 10 +--- So yes we remove this configuration '222222-2-1' +--- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 1, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '330330-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330330-2-1' +--- Neighbour 0 in the list of neghbours, And at position 474 in the X datas point +-------------- + --- Configuration: 330330-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13959598131.089003 + --- Energy: 56.36587794320171 + --- Workload: 786845000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 223 in the X datas point +-------------- + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 382 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330330-2-1' +--- Neighbour 0 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 474 in the X datas point +-------------- + --- Configuration: 330330-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13959598131.089003 + --- Energy: 56.36587794320171 + --- Workload: 786845000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 223 in the X datas point +-------------- + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 382 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (56.36587794320171 mAh) is far from the median. +--- Median :72.9096660218277, the gap is : 10 +--- So yes we remove this configuration '330330-2-1' +--- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 1, 0, 2.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '222222-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-1-3' +--- Neighbour 0 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-1-3' +--- Neighbour 0 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (85.86709418709174 mAh) it is NOT far from the median. +--- Median :85.86709418709174, the gap is : 10 +--- So No we don't romove this configuration '222222-1-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '333333-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-3-0' +--- Neighbour 0 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 476 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15954255957.319174 + --- Energy: 64.94187940590403 + --- Workload: 1036100000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-3-0' +--- Neighbour 0 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 476 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15954255957.319174 + --- Energy: 64.94187940590403 + --- Workload: 1036100000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 319 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14109387257.53018 + --- Energy: 83.8569021514259 + --- Workload: 1183170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (71.5079965571832 mAh) it is NOT far from the median. +--- Median :71.5079965571832, the gap is : 10 +--- So No we don't romove this configuration '333333-3-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '000001-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000001-3-0' +--- Neighbour 0 in the list of neghbours, And at position 477 in the X datas point +-------------- + --- Configuration: 000001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 501 in the X datas point +-------------- + --- Configuration: 000011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10884176040.66328 + --- Energy: 53.28388273452391 + --- Workload: 579951000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 361 in the X datas point +-------------- + --- Configuration: 010101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12300183518.7381 + --- Energy: 48.5955323771484 + --- Workload: 597734000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000001-3-0' +--- Neighbour 0 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 477 in the X datas point +-------------- + --- Configuration: 000001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 361 in the X datas point +-------------- + --- Configuration: 010101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12300183518.7381 + --- Energy: 48.5955323771484 + --- Workload: 597734000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 501 in the X datas point +-------------- + --- Configuration: 000011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10884176040.66328 + --- Energy: 53.28388273452391 + --- Workload: 579951000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (49.4404352153497 mAh) it is NOT far from the median. +--- Median :49.4404352153497, the gap is : 10 +--- So No we don't romove this configuration '000001-3-0' + --- remove_aberrant_points: The value [0.0, 0, 0, 0, 0, 0, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '222022-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222022-2-0' +--- Neighbour 0 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 478 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15859321474.790024 + --- Energy: 57.21047710637256 + --- Workload: 907319000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 404 in the X datas point +-------------- + --- Configuration: 111011-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 574 in the X datas point +-------------- + --- Configuration: 333033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14444312840.70523 + --- Energy: 70.98779227993477 + --- Workload: 1025370000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 732 in the X datas point +-------------- + --- Configuration: 222002-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14681722283.47763 + --- Energy: 54.8681089022372 + --- Workload: 805558000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222022-2-0' +--- Neighbour 0 in the list of neghbours, And at position 404 in the X datas point +-------------- + --- Configuration: 111011-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7611972109.73419 + --- Energy: 14.9822385679116 + --- Workload: 114044000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 732 in the X datas point +-------------- + --- Configuration: 222002-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14681722283.47763 + --- Energy: 54.8681089022372 + --- Workload: 805558000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 478 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15859321474.790024 + --- Energy: 57.21047710637256 + --- Workload: 907319000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 574 in the X datas point +-------------- + --- Configuration: 333033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14444312840.70523 + --- Energy: 70.98779227993477 + --- Workload: 1025370000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (57.21047710637256 mAh) is far from the median. +--- Median :45.3072604814401, the gap is : 10 +--- So yes we remove this configuration '222022-2-0' +--- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 1, 2.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '111010-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111010-3-3' +--- Neighbour 0 in the list of neghbours, And at position 479 in the X datas point +-------------- + --- Configuration: 111010-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13018731350.667341 + --- Energy: 78.8194837737248 + --- Workload: 1026130000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 776 in the X datas point +-------------- + --- Configuration: 110010-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5868544600.938967 + --- Energy: 12.939562727214717 + --- Workload: 75936400000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 266 in the X datas point +-------------- + --- Configuration: 101010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5883010454.109577 + --- Energy: 12.9248547023353 + --- Workload: 76037200000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 486 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 540 in the X datas point +-------------- + --- Configuration: 011010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12504532893.173775 + --- Energy: 85.2562842548241 + --- Workload: 1066090000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111010-3-3' +--- Neighbour 0 in the list of neghbours, And at position 266 in the X datas point +-------------- + --- Configuration: 101010-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5883010454.109577 + --- Energy: 12.9248547023353 + --- Workload: 76037200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 776 in the X datas point +-------------- + --- Configuration: 110010-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5868544600.938967 + --- Energy: 12.939562727214717 + --- Workload: 75936400000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 479 in the X datas point +-------------- + --- Configuration: 111010-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13018731350.667341 + --- Energy: 78.8194837737248 + --- Workload: 1026130000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 486 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 540 in the X datas point +-------------- + --- Configuration: 011010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12504532893.173775 + --- Energy: 85.2562842548241 + --- Workload: 1066090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.6473695933206 mAh) it is NOT far from the median. +--- Median :77.6473695933206, the gap is : 10 +--- So No we don't romove this configuration '111010-3-3' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 0, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '100101-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100101-3-0' +--- Neighbour 0 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 460 in the X datas point +-------------- + --- Configuration: 110101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11763017543.364365 + --- Energy: 58.12337398418788 + --- Workload: 683706000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 219 in the X datas point +-------------- + --- Configuration: 100111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11605101602.664532 + --- Energy: 80.0526614822044 + --- Workload: 929019000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100101-3-0' +--- Neighbour 0 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 460 in the X datas point +-------------- + --- Configuration: 110101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11763017543.364365 + --- Energy: 58.12337398418788 + --- Workload: 683706000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 219 in the X datas point +-------------- + --- Configuration: 100111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11605101602.664532 + --- Energy: 80.0526614822044 + --- Workload: 929019000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (53.93709917505446 mAh) it is NOT far from the median. +--- Median :53.93709917505446, the gap is : 10 +--- So No we don't romove this configuration '100101-3-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 0, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '333330-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333330-1-3' +--- Neighbour 0 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 454 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13293134893.415646 + --- Energy: 66.54311678610547 + --- Workload: 884567000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 589 in the X datas point +-------------- + --- Configuration: 330330-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12070676223.42339 + --- Energy: 73.18295677224415 + --- Workload: 883368000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 663 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13587842685.392525 + --- Energy: 64.90106538269521 + --- Workload: 881865000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333330-1-3' +--- Neighbour 0 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 663 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13587842685.392525 + --- Energy: 64.90106538269521 + --- Workload: 881865000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 454 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13293134893.415646 + --- Energy: 66.54311678610547 + --- Workload: 884567000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 589 in the X datas point +-------------- + --- Configuration: 330330-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12070676223.42339 + --- Energy: 73.18295677224415 + --- Workload: 883368000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (74.43416393210141 mAh) it is NOT far from the median. +--- Median :74.43416393210141, the gap is : 10 +--- So No we don't romove this configuration '333330-1-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 0, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '220222-0-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220222-0-3' +--- Neighbour 0 in the list of neghbours, And at position 482 in the X datas point +-------------- + --- Configuration: 220222-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13826458587.682562 + --- Energy: 73.62693555372604 + --- Workload: 1018000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 340 in the X datas point +-------------- + --- Configuration: 330333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12362391133.693079 + --- Energy: 92.82346734847745 + --- Workload: 1147520000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 220020-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220222-0-3' +--- Neighbour 0 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 220020-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 35 in the X datas point +-------------- + --- Configuration: 110110-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11308622485.386433 + --- Energy: 64.13091227501518 + --- Workload: 725232000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 22 in the X datas point +-------------- + --- Configuration: 222220-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11563514337.02325 + --- Energy: 67.53882894703122 + --- Workload: 780986000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 482 in the X datas point +-------------- + --- Configuration: 220222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13826458587.682562 + --- Energy: 73.62693555372604 + --- Workload: 1018000000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 340 in the X datas point +-------------- + --- Configuration: 330333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12362391133.693079 + --- Energy: 92.82346734847745 + --- Workload: 1147520000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (72.3253528074643 mAh) it is NOT far from the median. +--- Median :72.3253528074643, the gap is : 10 +--- So No we don't romove this configuration '220222-0-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 1, 1, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '333333-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-0-2' +--- Neighbour 0 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 77 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 189 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13468757197.367126 + --- Energy: 79.8767027494463 + --- Workload: 1075840000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 215 in the X datas point +-------------- + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 249 in the X datas point +-------------- + --- Configuration: 333303-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13695515814.21211 + --- Energy: 75.8036384393518 + --- Workload: 1038170000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-0-2' +--- Neighbour 0 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 77 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14045358079.381556 + --- Energy: 70.47402905804368 + --- Workload: 989833000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 43 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13903816180.427042 + --- Energy: 72.52828772049172 + --- Workload: 1008420000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 249 in the X datas point +-------------- + --- Configuration: 333303-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13695515814.21211 + --- Energy: 75.8036384393518 + --- Workload: 1038170000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 483 in the X datas point +-------------- + --- Configuration: 333333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14751416504.76987 + --- Energy: 76.85298501974917 + --- Workload: 1133690000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 189 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13468757197.367126 + --- Energy: 79.8767027494463 + --- Workload: 1075840000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 215 in the X datas point +-------------- + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 249 in the X datas point +-------------- + --- Configuration: 333303-0-2 + --- Energy efficiency: 13695515814.21211 + --- Energy: 75.8036384393518 + --- Workload: 1038170000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.8036384393518 mAh) it is NOT far from the median. +--- Median :75.8036384393518, the gap is : 10 +--- So No we don't romove this configuration '333333-0-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '111101-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111101-3-2' +--- Neighbour 0 in the list of neghbours, And at position 484 in the X datas point +-------------- + --- Configuration: 111101-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14396443502.597118 + --- Energy: 78.98892594686254 + --- Workload: 1137160000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 416 in the X datas point +-------------- + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111101-3-2' +--- Neighbour 0 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 484 in the X datas point +-------------- + --- Configuration: 111101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14396443502.597118 + --- Energy: 78.98892594686254 + --- Workload: 1137160000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 416 in the X datas point +-------------- + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 484 in the X datas point +-------------- + --- Configuration: 111101-3-2 + --- Energy efficiency: 14396443502.597118 + --- Energy: 78.98892594686254 + --- Workload: 1137160000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (78.98892594686254 mAh) it is NOT far from the median. +--- Median :78.98892594686254, the gap is : 10 +--- So No we don't romove this configuration '111101-3-2' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 0, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 0, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '333003-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333003-3-1' +--- Neighbour 0 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 604 in the X datas point +-------------- + --- Configuration: 330003-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13533264764.791859 + --- Energy: 73.38859474562628 + --- Workload: 993187000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 731 in the X datas point +-------------- + --- Configuration: 033003-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11710177783.919115 + --- Energy: 96.92513711752248 + --- Workload: 1135010000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 188 in the X datas point +-------------- + --- Configuration: 330303-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14509155276.979774 + --- Energy: 74.9403190398345 + --- Workload: 1087320000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333003-3-1' +--- Neighbour 0 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 604 in the X datas point +-------------- + --- Configuration: 330003-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13533264764.791859 + --- Energy: 73.38859474562628 + --- Workload: 993187000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 188 in the X datas point +-------------- + --- Configuration: 330303-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14509155276.979774 + --- Energy: 74.9403190398345 + --- Workload: 1087320000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 731 in the X datas point +-------------- + --- Configuration: 033003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11710177783.919115 + --- Energy: 96.92513711752248 + --- Workload: 1135010000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.13916289414331 mAh) it is NOT far from the median. +--- Median :75.13916289414331, the gap is : 10 +--- So No we don't romove this configuration '333003-3-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 0, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '111011-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111011-2-3' +--- Neighbour 0 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 486 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 757 in the X datas point +-------------- + --- Configuration: 110011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5863314414.372156 + --- Energy: 12.909260168513825 + --- Workload: 75691200000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111011-2-3' +--- Neighbour 0 in the list of neghbours, And at position 757 in the X datas point +-------------- + --- Configuration: 110011-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5863314414.372156 + --- Energy: 12.909260168513825 + --- Workload: 75691200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 486 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (80.579674343825 mAh) it is NOT far from the median. +--- Median :80.579674343825, the gap is : 10 +--- So No we don't romove this configuration '111011-2-3' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '333333-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-1-3' +--- Neighbour 0 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 215 in the X datas point +-------------- + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 497 in the X datas point +-------------- + --- Configuration: 033333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14463386659.839949 + --- Energy: 82.92589585237724 + --- Workload: 1199390000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-1-3' +--- Neighbour 0 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 497 in the X datas point +-------------- + --- Configuration: 033333-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14463386659.839949 + --- Energy: 82.92589585237724 + --- Workload: 1199390000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 215 in the X datas point +-------------- + --- Configuration: 333333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585369100.893103 + --- Energy: 89.0597439439495 + --- Workload: 1209910000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (86.40713429401492 mAh) it is NOT far from the median. +--- Median :86.40713429401492, the gap is : 10 +--- So No we don't romove this configuration '333333-1-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '333330-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333330-2-3' +--- Neighbour 0 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 439 in the X datas point +-------------- + --- Configuration: 033330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 443 in the X datas point +-------------- + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 695 in the X datas point +-------------- + --- Configuration: 333030-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13728569702.694094 + --- Energy: 78.42035817300528 + --- Workload: 1076600000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333330-2-3' +--- Neighbour 0 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 695 in the X datas point +-------------- + --- Configuration: 333030-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13728569702.694094 + --- Energy: 78.42035817300528 + --- Workload: 1076600000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 439 in the X datas point +-------------- + --- Configuration: 033330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 443 in the X datas point +-------------- + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 695 in the X datas point +-------------- + --- Configuration: 333030-2-3 + --- Energy efficiency: 13728569702.694094 + --- Energy: 78.42035817300528 + --- Workload: 1076600000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (78.42035817300528 mAh) it is NOT far from the median. +--- Median :78.42035817300528, the gap is : 10 +--- So No we don't romove this configuration '333330-2-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 0, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0] +--- Computing the list of the 10 first neighbours of '222222-0-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-0-1' +--- Neighbour 0 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 489 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 262 in the X datas point +-------------- + --- Configuration: 222202-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10269365455.90848 + --- Energy: 18.3191369059882 + --- Workload: 188126000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 369 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-0-1' +--- Neighbour 0 in the list of neghbours, And at position 262 in the X datas point +-------------- + --- Configuration: 222202-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10269365455.90848 + --- Energy: 18.3191369059882 + --- Workload: 188126000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 489 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15673416162.11328 + --- Energy: 52.24843908649111 + --- Workload: 818911000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 369 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 125 in the X datas point +-------------- + --- Configuration: 222222-0-1 + --- Energy efficiency: 15666712622.357025 + --- Energy: 52.1245882760953 + --- Workload: 816621000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (52.1245882760953 mAh) it is NOT far from the median. +--- Median :52.1245882760953, the gap is : 10 +--- So No we don't romove this configuration '222222-0-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 0.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '111111-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-1-1' +--- Neighbour 0 in the list of neghbours, And at position 341 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 490 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15929324771.852247 + --- Energy: 40.838573735993684 + --- Workload: 650531000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-1-1' +--- Neighbour 0 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 341 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16077609838.211012 + --- Energy: 40.36593190681932 + --- Workload: 648988000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 490 in the X datas point +-------------- + --- Configuration: 111111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929324771.852247 + --- Energy: 40.838573735993684 + --- Workload: 650531000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (41.43583708148781 mAh) it is NOT far from the median. +--- Median :41.43583708148781, the gap is : 10 +--- So No we don't romove this configuration '111111-1-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '033033-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033033-1-3' +--- Neighbour 0 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 497 in the X datas point +-------------- + --- Configuration: 033333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14463386659.839949 + --- Energy: 82.92589585237724 + --- Workload: 1199390000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 498 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14397604238.654688 + --- Energy: 83.48198615501106 + --- Workload: 1201940000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 535 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13609237950.72095 + --- Energy: 81.63493485553877 + --- Workload: 1110990000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 609 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13506887837.45271 + --- Energy: 94.29930793987965 + --- Workload: 1273690000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033033-1-3' +--- Neighbour 0 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 535 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13609237950.72095 + --- Energy: 81.63493485553877 + --- Workload: 1110990000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 497 in the X datas point +-------------- + --- Configuration: 033333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14463386659.839949 + --- Energy: 82.92589585237724 + --- Workload: 1199390000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 498 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14397604238.654688 + --- Energy: 83.48198615501106 + --- Workload: 1201940000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 609 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13506887837.45271 + --- Energy: 94.29930793987965 + --- Workload: 1273690000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (83.3035486563878 mAh) it is NOT far from the median. +--- Median :83.3035486563878, the gap is : 10 +--- So No we don't romove this configuration '033033-1-3' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '303333-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303333-1-0' +--- Neighbour 0 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303333-1-0' +--- Neighbour 0 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (57.33723345336789 mAh) it is NOT far from the median. +--- Median :57.33723345336789, the gap is : 10 +--- So No we don't romove this configuration '303333-1-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 1, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '200222-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200222-1-1' +--- Neighbour 0 in the list of neghbours, And at position 493 in the X datas point +-------------- + --- Configuration: 200222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15903737855.50818 + --- Energy: 49.814270279446845 + --- Workload: 792233000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 390 in the X datas point +-------------- + --- Configuration: 200222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15542938143.76907 + --- Energy: 66.2043614748613 + --- Workload: 1029010000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200222-1-1' +--- Neighbour 0 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 493 in the X datas point +-------------- + --- Configuration: 200222-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15903737855.50818 + --- Energy: 49.814270279446845 + --- Workload: 792233000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 390 in the X datas point +-------------- + --- Configuration: 200222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15542938143.76907 + --- Energy: 66.2043614748613 + --- Workload: 1029010000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 493 in the X datas point +-------------- + --- Configuration: 200222-1-1 + --- Energy efficiency: 15903737855.50818 + --- Energy: 49.814270279446845 + --- Workload: 792233000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (49.814270279446845 mAh) it is NOT far from the median. +--- Median :49.814270279446845, the gap is : 10 +--- So No we don't romove this configuration '200222-1-1' + --- remove_aberrant_points: The value [1.0, 1, 0, 0, 1, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '222222-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-1-3' +--- Neighbour 0 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-1-3' +--- Neighbour 0 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (85.86709418709174 mAh) it is NOT far from the median. +--- Median :85.86709418709174, the gap is : 10 +--- So No we don't romove this configuration '222222-1-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '333333-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-1-1' +--- Neighbour 0 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 495 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16695549968.1115 + --- Energy: 63.73792434520371 + --- Workload: 1064140000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 194 in the X datas point +-------------- + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-1-1' +--- Neighbour 0 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 180 in the X datas point +-------------- + --- Configuration: 333333-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14508144872.531439 + --- Energy: 62.5618690617415 + --- Workload: 907657000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 495 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16695549968.1115 + --- Energy: 63.73792434520371 + --- Workload: 1064140000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 194 in the X datas point +-------------- + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (71.0356581632197 mAh) it is NOT far from the median. +--- Median :71.0356581632197, the gap is : 10 +--- So No we don't romove this configuration '333333-1-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '222022-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222022-2-2' +--- Neighbour 0 in the list of neghbours, And at position 496 in the X datas point +-------------- + --- Configuration: 222022-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15478678120.888475 + --- Energy: 91.10203171728844 + --- Workload: 1410140000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 554 in the X datas point +-------------- + --- Configuration: 222222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16070659475.582241 + --- Energy: 93.5530302681106 + --- Workload: 1503460000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 745 in the X datas point +-------------- + --- Configuration: 222020-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5816929591.88422 + --- Energy: 13.02862273430083 + --- Workload: 75786600000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222022-2-2' +--- Neighbour 0 in the list of neghbours, And at position 745 in the X datas point +-------------- + --- Configuration: 222020-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5816929591.88422 + --- Energy: 13.02862273430083 + --- Workload: 75786600000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 496 in the X datas point +-------------- + --- Configuration: 222022-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15478678120.888475 + --- Energy: 91.10203171728844 + --- Workload: 1410140000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 554 in the X datas point +-------------- + --- Configuration: 222222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16070659475.582241 + --- Energy: 93.5530302681106 + --- Workload: 1503460000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (87.9883366652468 mAh) it is NOT far from the median. +--- Median :87.9883366652468, the gap is : 10 +--- So No we don't romove this configuration '222022-2-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '033333-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033333-1-3' +--- Neighbour 0 in the list of neghbours, And at position 497 in the X datas point +-------------- + --- Configuration: 033333-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14463386659.839949 + --- Energy: 82.92589585237724 + --- Workload: 1199390000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033333-1-3' +--- Neighbour 0 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 497 in the X datas point +-------------- + --- Configuration: 033333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14463386659.839949 + --- Energy: 82.92589585237724 + --- Workload: 1199390000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (86.69594291794053 mAh) it is NOT far from the median. +--- Median :86.69594291794053, the gap is : 10 +--- So No we don't romove this configuration '033333-1-3' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '333033-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333033-1-3' +--- Neighbour 0 in the list of neghbours, And at position 498 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14397604238.654688 + --- Energy: 83.48198615501106 + --- Workload: 1201940000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 609 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13506887837.45271 + --- Energy: 94.29930793987965 + --- Workload: 1273690000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 354 in the X datas point +-------------- + --- Configuration: 330033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13506559460.602041 + --- Energy: 80.9473075242288 + --- Workload: 1093320000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 640 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14620310535.395771 + --- Energy: 81.50438397997827 + --- Workload: 1191620000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333033-1-3' +--- Neighbour 0 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 354 in the X datas point +-------------- + --- Configuration: 330033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13506559460.602041 + --- Energy: 80.9473075242288 + --- Workload: 1093320000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 640 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14620310535.395771 + --- Energy: 81.50438397997827 + --- Workload: 1191620000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 498 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14397604238.654688 + --- Energy: 83.48198615501106 + --- Workload: 1201940000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 609 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13506887837.45271 + --- Energy: 94.29930793987965 + --- Workload: 1273690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 498 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Energy efficiency: 14397604238.654688 + --- Energy: 83.48198615501106 + --- Workload: 1201940000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (83.48198615501106 mAh) it is NOT far from the median. +--- Median :83.48198615501106, the gap is : 10 +--- So No we don't romove this configuration '333033-1-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '200222-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200222-3-2' +--- Neighbour 0 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 231 in the X datas point +-------------- + --- Configuration: 300333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13826764467.980669 + --- Energy: 100.311184339352 + --- Workload: 1386980000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 412 in the X datas point +-------------- + --- Configuration: 300333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14000308006.776148 + --- Energy: 97.0043167849163 + --- Workload: 1358090000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 471 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14772139744.44198 + --- Energy: 98.66003637723567 + --- Workload: 1457420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 768 in the X datas point +-------------- + --- Configuration: 200202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10604352662.593887 + --- Energy: 17.76713091857071 + --- Workload: 188409000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200222-3-2' +--- Neighbour 0 in the list of neghbours, And at position 768 in the X datas point +-------------- + --- Configuration: 200202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10604352662.593887 + --- Energy: 17.76713091857071 + --- Workload: 188409000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 412 in the X datas point +-------------- + --- Configuration: 300333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14000308006.776148 + --- Energy: 97.0043167849163 + --- Workload: 1358090000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 471 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14772139744.44198 + --- Energy: 98.66003637723567 + --- Workload: 1457420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 231 in the X datas point +-------------- + --- Configuration: 300333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13826764467.980669 + --- Energy: 100.311184339352 + --- Workload: 1386980000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (89.22173143973053 mAh) it is NOT far from the median. +--- Median :89.22173143973053, the gap is : 10 +--- So No we don't romove this configuration '200222-3-2' + --- remove_aberrant_points: The value [1.0, 1, 0, 0, 1, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '111110-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111110-2-0' +--- Neighbour 0 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111110-2-0' +--- Neighbour 0 in the list of neghbours, And at position 265 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5524617696.455405 + --- Energy: 13.7189335182749 + --- Workload: 75791800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (43.78047104305274 mAh) it is NOT far from the median. +--- Median :43.78047104305274, the gap is : 10 +--- So No we don't romove this configuration '111110-2-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 0, 0, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '000011-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000011-3-0' +--- Neighbour 0 in the list of neghbours, And at position 501 in the X datas point +-------------- + --- Configuration: 000011-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10884176040.66328 + --- Energy: 53.28388273452391 + --- Workload: 579951000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 477 in the X datas point +-------------- + --- Configuration: 000001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 448 in the X datas point +-------------- + --- Configuration: 001011-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11898288669.140718 + --- Energy: 44.48907436947681 + --- Workload: 529344000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 622 in the X datas point +-------------- + --- Configuration: 000010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11230529070.224499 + --- Energy: 65.58873751640105 + --- Workload: 736596000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000011-3-0' +--- Neighbour 0 in the list of neghbours, And at position 448 in the X datas point +-------------- + --- Configuration: 001011-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11898288669.140718 + --- Energy: 44.48907436947681 + --- Workload: 529344000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 477 in the X datas point +-------------- + --- Configuration: 000001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 501 in the X datas point +-------------- + --- Configuration: 000011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10884176040.66328 + --- Energy: 53.28388273452391 + --- Workload: 579951000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 622 in the X datas point +-------------- + --- Configuration: 000010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11230529070.224499 + --- Energy: 65.58873751640105 + --- Workload: 736596000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (57.5176175818552 mAh) it is NOT far from the median. +--- Median :57.5176175818552, the gap is : 10 +--- So No we don't romove this configuration '000011-3-0' + --- remove_aberrant_points: The value [0.0, 0, 0, 0, 0, 1, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 0, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '111001-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111001-1-2' +--- Neighbour 0 in the list of neghbours, And at position 502 in the X datas point +-------------- + --- Configuration: 111001-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 664 in the X datas point +-------------- + --- Configuration: 222002-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13972451913.80674 + --- Energy: 76.4325894344246 + --- Workload: 1067950000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 678 in the X datas point +-------------- + --- Configuration: 110001-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12657170413.611015 + --- Energy: 62.61500040774629 + --- Workload: 792529000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111001-1-2' +--- Neighbour 0 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 678 in the X datas point +-------------- + --- Configuration: 110001-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12657170413.611015 + --- Energy: 62.61500040774629 + --- Workload: 792529000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 502 in the X datas point +-------------- + --- Configuration: 111001-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 664 in the X datas point +-------------- + --- Configuration: 222002-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13972451913.80674 + --- Energy: 76.4325894344246 + --- Workload: 1067950000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 502 in the X datas point +-------------- + --- Configuration: 111001-1-2 + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (63.39311214039606 mAh) it is NOT far from the median. +--- Median :63.39311214039606, the gap is : 10 +--- So No we don't romove this configuration '111001-1-2' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 0, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '333333-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333333-3-2' +--- Neighbour 0 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 503 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15380805677.362993 + --- Energy: 101.44390963131458 + --- Workload: 1560290000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333333-3-2' +--- Neighbour 0 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 503 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15380805677.362993 + --- Energy: 101.44390963131458 + --- Workload: 1560290000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (99.8453916327805 mAh) it is NOT far from the median. +--- Median :99.8453916327805, the gap is : 10 +--- So No we don't romove this configuration '333333-3-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 0, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '022022-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022022-3-3' +--- Neighbour 0 in the list of neghbours, And at position 504 in the X datas point +-------------- + --- Configuration: 022022-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14551380926.049883 + --- Energy: 88.0748025631995 + --- Workload: 1281610000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022022-3-3' +--- Neighbour 0 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 504 in the X datas point +-------------- + --- Configuration: 022022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14551380926.049883 + --- Energy: 88.0748025631995 + --- Workload: 1281610000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (92.57130206150522 mAh) it is NOT far from the median. +--- Median :92.57130206150522, the gap is : 10 +--- So No we don't romove this configuration '022022-3-3' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 0, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0] +--- Computing the list of the 10 first neighbours of '022222-0-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022222-0-2' +--- Neighbour 0 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 338 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12910472329.630178 + --- Energy: 89.67295919976871 + --- Workload: 1157720000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 369 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 453 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14702487807.961985 + --- Energy: 79.9871211726851 + --- Workload: 1176010000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 528 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15108433225.257673 + --- Energy: 77.62624080393333 + --- Workload: 1172810000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022222-0-2' +--- Neighbour 0 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 369 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15203575881.047222 + --- Energy: 71.7851022973991 + --- Workload: 1091390000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 528 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15108433225.257673 + --- Energy: 77.62624080393333 + --- Workload: 1172810000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 453 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14702487807.961985 + --- Energy: 79.9871211726851 + --- Workload: 1176010000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 34 in the X datas point +-------------- + --- Configuration: 033333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13280265392.82361 + --- Energy: 80.89218696331669 + --- Workload: 1074270000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 105 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13446770287.478502 + --- Energy: 86.2801902841026 + --- Workload: 1160190000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 338 in the X datas point +-------------- + --- Configuration: 033333-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12910472329.630178 + --- Energy: 89.67295919976871 + --- Workload: 1157720000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (72.3253528074643 mAh) it is NOT far from the median. +--- Median :72.3253528074643, the gap is : 10 +--- So No we don't romove this configuration '022222-0-2' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1, 1, 0.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 0, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '030303-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030303-1-2' +--- Neighbour 0 in the list of neghbours, And at position 506 in the X datas point +-------------- + --- Configuration: 030303-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13120776749.983599 + --- Energy: 76.53052030248016 + --- Workload: 1004140000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 514 in the X datas point +-------------- + --- Configuration: 330303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 436 in the X datas point +-------------- + --- Configuration: 030300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 563 in the X datas point +-------------- + --- Configuration: 020202-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798329050.159212 + --- Energy: 78.24767797732055 + --- Workload: 1001440000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 598 in the X datas point +-------------- + --- Configuration: 003303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12920497594.203348 + --- Energy: 80.94736701096696 + --- Workload: 1045880000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030303-1-2' +--- Neighbour 0 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 436 in the X datas point +-------------- + --- Configuration: 030300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 506 in the X datas point +-------------- + --- Configuration: 030303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13120776749.983599 + --- Energy: 76.53052030248016 + --- Workload: 1004140000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 563 in the X datas point +-------------- + --- Configuration: 020202-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798329050.159212 + --- Energy: 78.24767797732055 + --- Workload: 1001440000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 598 in the X datas point +-------------- + --- Configuration: 003303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12920497594.203348 + --- Energy: 80.94736701096696 + --- Workload: 1045880000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 514 in the X datas point +-------------- + --- Configuration: 330303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 563 in the X datas point +-------------- + --- Configuration: 020202-1-3 + --- Energy efficiency: 12798329050.159212 + --- Energy: 78.24767797732055 + --- Workload: 1001440000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (78.24767797732055 mAh) it is NOT far from the median. +--- Median :78.24767797732055, the gap is : 10 +--- So No we don't romove this configuration '030303-1-2' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 0, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '022222-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 507 in the X datas point +-------------- + --- Configuration: 022222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14938304801.171164 + --- Energy: 95.11984019839312 + --- Workload: 1420930000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 507 in the X datas point +-------------- + --- Configuration: 022222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14938304801.171164 + --- Energy: 95.11984019839312 + --- Workload: 1420930000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (92.57130206150522 mAh) it is NOT far from the median. +--- Median :92.57130206150522, the gap is : 10 +--- So No we don't romove this configuration '022222-2-3' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '101101-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101101-3-0' +--- Neighbour 0 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 368 in the X datas point +-------------- + --- Configuration: 101101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12808082412.325474 + --- Energy: 45.0099417425521 + --- Workload: 576491000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 755 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5933274396.140998 + --- Energy: 12.801274922165252 + --- Workload: 75953500000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101101-3-0' +--- Neighbour 0 in the list of neghbours, And at position 755 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5933274396.140998 + --- Energy: 12.801274922165252 + --- Workload: 75953500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 368 in the X datas point +-------------- + --- Configuration: 101101-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12808082412.325474 + --- Energy: 45.0099417425521 + --- Workload: 576491000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (50.131704402498926 mAh) it is NOT far from the median. +--- Median :50.131704402498926, the gap is : 10 +--- So No we don't romove this configuration '101101-3-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 0, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 0, 1, 0, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '000202-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000202-2-0' +--- Neighbour 0 in the list of neghbours, And at position 509 in the X datas point +-------------- + --- Configuration: 000202-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 380 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12831600639.526976 + --- Energy: 62.2597560074204 + --- Workload: 798892000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 538 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12729464509.616474 + --- Energy: 62.669563544461724 + --- Workload: 797750000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 560 in the X datas point +-------------- + --- Configuration: 002202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12755215926.672813 + --- Energy: 62.95852732602467 + --- Workload: 803050000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000202-2-0' +--- Neighbour 0 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 509 in the X datas point +-------------- + --- Configuration: 000202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 380 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12831600639.526976 + --- Energy: 62.2597560074204 + --- Workload: 798892000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 538 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12729464509.616474 + --- Energy: 62.669563544461724 + --- Workload: 797750000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 560 in the X datas point +-------------- + --- Configuration: 002202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12755215926.672813 + --- Energy: 62.95852732602467 + --- Workload: 803050000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (53.677951058628 mAh) it is NOT far from the median. +--- Median :53.677951058628, the gap is : 10 +--- So No we don't romove this configuration '000202-2-0' + --- remove_aberrant_points: The value [1.0, 0, 0, 0, 1, 0, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0] +--- Computing the list of the 10 first neighbours of '111011-0-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111011-0-3' +--- Neighbour 0 in the list of neghbours, And at position 510 in the X datas point +-------------- + --- Configuration: 111011-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11392233458.761824 + --- Energy: 69.72901800554702 + --- Workload: 794369000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 1 in the X datas point +-------------- + --- Configuration: 011001-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11271402985.343796 + --- Energy: 64.71129799002061 + --- Workload: 729387000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 237 in the X datas point +-------------- + --- Configuration: 110010-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10831501906.88591 + --- Energy: 62.4324044343125 + --- Workload: 676237000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 247 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 253 in the X datas point +-------------- + --- Configuration: 101111-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12089851778.417196 + --- Energy: 58.0655432702143 + --- Workload: 702004000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111011-0-3' +--- Neighbour 0 in the list of neghbours, And at position 111 in the X datas point +-------------- + --- Configuration: 111111-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13419378387.55433 + --- Energy: 56.046315848522 + --- Workload: 752107000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 253 in the X datas point +-------------- + --- Configuration: 101111-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12089851778.417196 + --- Energy: 58.0655432702143 + --- Workload: 702004000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 237 in the X datas point +-------------- + --- Configuration: 110010-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10831501906.88591 + --- Energy: 62.4324044343125 + --- Workload: 676237000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 1 in the X datas point +-------------- + --- Configuration: 011001-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11271402985.343796 + --- Energy: 64.71129799002061 + --- Workload: 729387000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 510 in the X datas point +-------------- + --- Configuration: 111011-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11392233458.761824 + --- Energy: 69.72901800554702 + --- Workload: 794369000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 247 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 232 in the X datas point +-------------- + --- Configuration: 222222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515642055.879416 + --- Energy: 77.6487009668172 + --- Workload: 1127120000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 510 in the X datas point +-------------- + --- Configuration: 111011-0-3 + --- Energy efficiency: 11392233458.761824 + --- Energy: 69.72901800554702 + --- Workload: 794369000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (69.72901800554702 mAh) it is NOT far from the median. +--- Median :69.72901800554702, the gap is : 10 +--- So No we don't romove this configuration '111011-0-3' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 1, 0.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 0, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '220200-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220200-2-2' +--- Neighbour 0 in the list of neghbours, And at position 511 in the X datas point +-------------- + --- Configuration: 220200-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13871530210.112068 + --- Energy: 73.91177263939154 + --- Workload: 1025270000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 693 in the X datas point +-------------- + --- Configuration: 110100-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13984468848.896416 + --- Energy: 73.46366427282355 + --- Workload: 1027350000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 245 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 334 in the X datas point +-------------- + --- Configuration: 333300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220200-2-2' +--- Neighbour 0 in the list of neghbours, And at position 245 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 693 in the X datas point +-------------- + --- Configuration: 110100-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13984468848.896416 + --- Energy: 73.46366427282355 + --- Workload: 1027350000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 334 in the X datas point +-------------- + --- Configuration: 333300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 511 in the X datas point +-------------- + --- Configuration: 220200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13871530210.112068 + --- Energy: 73.91177263939154 + --- Workload: 1025270000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 334 in the X datas point +-------------- + --- Configuration: 333300-2-2 + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (73.5143630448687 mAh) it is NOT far from the median. +--- Median :73.5143630448687, the gap is : 10 +--- So No we don't romove this configuration '220200-2-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 0, 0, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '333000-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 512 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11872339111.996523 + --- Energy: 50.4557052793426 + --- Workload: 599027000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 534 in the X datas point +-------------- + --- Configuration: 220000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10849423027.683388 + --- Energy: 53.29091998643152 + --- Workload: 578176000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 512 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11872339111.996523 + --- Energy: 50.4557052793426 + --- Workload: 599027000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 534 in the X datas point +-------------- + --- Configuration: 220000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10849423027.683388 + --- Energy: 53.29091998643152 + --- Workload: 578176000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (58.2884375590111 mAh) it is NOT far from the median. +--- Median :58.2884375590111, the gap is : 10 +--- So No we don't romove this configuration '333000-3-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 0, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 0, 0, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '010000-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 527 in the X datas point +-------------- + --- Configuration: 011000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8513536523.071684 + --- Energy: 29.34546622830315 + --- Workload: 249834000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 634 in the X datas point +-------------- + --- Configuration: 010010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8677467220.867573 + --- Energy: 29.01647467870326 + --- Workload: 251789000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 683 in the X datas point +-------------- + --- Configuration: 010100-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8609853115.905842 + --- Energy: 29.1448725037754 + --- Workload: 250933000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 634 in the X datas point +-------------- + --- Configuration: 010010-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8677467220.867573 + --- Energy: 29.01647467870326 + --- Workload: 251789000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 683 in the X datas point +-------------- + --- Configuration: 010100-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8609853115.905842 + --- Energy: 29.1448725037754 + --- Workload: 250933000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 527 in the X datas point +-------------- + --- Configuration: 011000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8513536523.071684 + --- Energy: 29.34546622830315 + --- Workload: 249834000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (28.15818 mAh) it is NOT far from the median. +--- Median :28.15818, the gap is : 10 +--- So No we don't romove this configuration '010000-1-0' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 0, 0, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 0, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '330303-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330303-1-2' +--- Neighbour 0 in the list of neghbours, And at position 514 in the X datas point +-------------- + --- Configuration: 330303-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 506 in the X datas point +-------------- + --- Configuration: 030303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13120776749.983599 + --- Energy: 76.53052030248016 + --- Workload: 1004140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 626 in the X datas point +-------------- + --- Configuration: 330300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12797903191.541098 + --- Energy: 61.958674038002826 + --- Workload: 792941000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330303-1-2' +--- Neighbour 0 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 626 in the X datas point +-------------- + --- Configuration: 330300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12797903191.541098 + --- Energy: 61.958674038002826 + --- Workload: 792941000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 506 in the X datas point +-------------- + --- Configuration: 030303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13120776749.983599 + --- Energy: 76.53052030248016 + --- Workload: 1004140000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 514 in the X datas point +-------------- + --- Configuration: 330303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.6785562491319 mAh) it is NOT far from the median. +--- Median :75.6785562491319, the gap is : 10 +--- So No we don't romove this configuration '330303-1-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 0, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '110000-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 515 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 3211871075.4950294 + --- Energy: 23.98412276526465 + --- Workload: 77034000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 515 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3211871075.4950294 + --- Energy: 23.98412276526465 + --- Workload: 77034000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 282 in the X datas point +-------------- + --- Configuration: 110000-0-0 + --- Energy efficiency: 5838252194.436778 + --- Energy: 24.2773 + --- Workload: 141737000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (24.2773 mAh) it is NOT far from the median. +--- Median :24.2773, the gap is : 10 +--- So No we don't romove this configuration '110000-0-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 0, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '022202-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022202-2-2' +--- Neighbour 0 in the list of neghbours, And at position 320 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15067865666.964005 + --- Energy: 86.55908372523825 + --- Workload: 1304260000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 516 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14984708105.378462 + --- Energy: 87.20829086123818 + --- Workload: 1306790000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022202-2-2' +--- Neighbour 0 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 320 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15067865666.964005 + --- Energy: 86.55908372523825 + --- Workload: 1304260000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 516 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14984708105.378462 + --- Energy: 87.20829086123818 + --- Workload: 1306790000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (87.20829086123818 mAh) is far from the median. +--- Median :75.2161891555095, the gap is : 10 +--- So yes we remove this configuration '022202-2-2' +--- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 0, 1, 2.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 0, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '202002-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202002-3-0' +--- Neighbour 0 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 657 in the X datas point +-------------- + --- Configuration: 202022-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14577046981.822424 + --- Energy: 55.92467118019403 + --- Workload: 815217000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 708 in the X datas point +-------------- + --- Configuration: 303003-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12733095224.452637 + --- Energy: 68.5685659400938 + --- Workload: 873090000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 751 in the X datas point +-------------- + --- Configuration: 222002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11099222610.448364 + --- Energy: 16.982170959553237 + --- Workload: 188489000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202002-3-0' +--- Neighbour 0 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 751 in the X datas point +-------------- + --- Configuration: 222002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11099222610.448364 + --- Energy: 16.982170959553237 + --- Workload: 188489000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 657 in the X datas point +-------------- + --- Configuration: 202022-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14577046981.822424 + --- Energy: 55.92467118019403 + --- Workload: 815217000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 708 in the X datas point +-------------- + --- Configuration: 303003-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12733095224.452637 + --- Energy: 68.5685659400938 + --- Workload: 873090000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 657 in the X datas point +-------------- + --- Configuration: 202022-3-0 + --- Energy efficiency: 14577046981.822424 + --- Energy: 55.92467118019403 + --- Workload: 815217000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (55.92467118019403 mAh) it is NOT far from the median. +--- Median :55.92467118019403, the gap is : 10 +--- So No we don't romove this configuration '202002-3-0' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 0, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 0, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '303303-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303303-2-1' +--- Neighbour 0 in the list of neghbours, And at position 518 in the X datas point +-------------- + --- Configuration: 303303-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 203 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303303-2-1' +--- Neighbour 0 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 518 in the X datas point +-------------- + --- Configuration: 303303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 203 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 518 in the X datas point +-------------- + --- Configuration: 303303-2-1 + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (71.90443674396933 mAh) it is NOT far from the median. +--- Median :71.90443674396933, the gap is : 10 +--- So No we don't romove this configuration '303303-2-1' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 0, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 0, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '200022-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200022-2-3' +--- Neighbour 0 in the list of neghbours, And at position 519 in the X datas point +-------------- + --- Configuration: 200022-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14287673738.112658 + --- Energy: 84.52879791585856 + --- Workload: 1207720000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 421 in the X datas point +-------------- + --- Configuration: 000022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200022-2-3' +--- Neighbour 0 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 421 in the X datas point +-------------- + --- Configuration: 000022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 519 in the X datas point +-------------- + --- Configuration: 200022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14287673738.112658 + --- Energy: 84.52879791585856 + --- Workload: 1207720000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (87.9883366652468 mAh) it is NOT far from the median. +--- Median :87.9883366652468, the gap is : 10 +--- So No we don't romove this configuration '200022-2-3' + --- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 0, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '030300-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030300-2-3' +--- Neighbour 0 in the list of neghbours, And at position 520 in the X datas point +-------------- + --- Configuration: 030300-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13386827094.402565 + --- Energy: 73.31275563806082 + --- Workload: 981425000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 122 in the X datas point +-------------- + --- Configuration: 000300-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11063476697.552206 + --- Energy: 90.2662722413003 + --- Workload: 998659000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 436 in the X datas point +-------------- + --- Configuration: 030300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 030330-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 439 in the X datas point +-------------- + --- Configuration: 033330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030300-2-3' +--- Neighbour 0 in the list of neghbours, And at position 436 in the X datas point +-------------- + --- Configuration: 030300-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 520 in the X datas point +-------------- + --- Configuration: 030300-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13386827094.402565 + --- Energy: 73.31275563806082 + --- Workload: 981425000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 030330-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 439 in the X datas point +-------------- + --- Configuration: 033330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 122 in the X datas point +-------------- + --- Configuration: 000300-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11063476697.552206 + --- Energy: 90.2662722413003 + --- Workload: 998659000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (78.20736118066493 mAh) it is NOT far from the median. +--- Median :78.20736118066493, the gap is : 10 +--- So No we don't romove this configuration '030300-2-3' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 0, 0, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 0, 0, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '030003-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030003-0-0' +--- Neighbour 0 in the list of neghbours, And at position 521 in the X datas point +-------------- + --- Configuration: 030003-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7055470105.973162 + --- Energy: 35.8863088610274 + --- Workload: 253195000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 734 in the X datas point +-------------- + --- Configuration: 030303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8880442601.259247 + --- Energy: 43.68880457674721 + --- Workload: 387977000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 424 in the X datas point +-------------- + --- Configuration: 033303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 700 in the X datas point +-------------- + --- Configuration: 220002-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8919094890.250538 + --- Energy: 32.30311403168223 + --- Workload: 288115000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 774 in the X datas point +-------------- + --- Configuration: 330003-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10281708532.07019 + --- Energy: 24.722444893035714 + --- Workload: 254189000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030003-0-0' +--- Neighbour 0 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 774 in the X datas point +-------------- + --- Configuration: 330003-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10281708532.07019 + --- Energy: 24.722444893035714 + --- Workload: 254189000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 700 in the X datas point +-------------- + --- Configuration: 220002-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8919094890.250538 + --- Energy: 32.30311403168223 + --- Workload: 288115000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 521 in the X datas point +-------------- + --- Configuration: 030003-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7055470105.973162 + --- Energy: 35.8863088610274 + --- Workload: 253195000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 734 in the X datas point +-------------- + --- Configuration: 030303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8880442601.259247 + --- Energy: 43.68880457674721 + --- Workload: 387977000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 424 in the X datas point +-------------- + --- Configuration: 033303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (38.59814 mAh) it is NOT far from the median. +--- Median :38.59814, the gap is : 10 +--- So No we don't romove this configuration '030003-0-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 0, 0, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '000000-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 522 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9980936411.454123 + --- Energy: 38.269990495696405 + --- Workload: 381971000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 522 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9980936411.454123 + --- Energy: 38.269990495696405 + --- Workload: 381971000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (42.7422 mAh) it is NOT far from the median. +--- Median :42.7422, the gap is : 10 +--- So No we don't romove this configuration '000000-2-0' + --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '202220-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202220-2-1' +--- Neighbour 0 in the list of neghbours, And at position 523 in the X datas point +-------------- + --- Configuration: 202220-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 746 in the X datas point +-------------- + --- Configuration: 303330-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5746300818.847867 + --- Energy: 13.100460968293364 + --- Workload: 75279300000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 222020-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 244 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202220-2-1' +--- Neighbour 0 in the list of neghbours, And at position 746 in the X datas point +-------------- + --- Configuration: 303330-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5746300818.847867 + --- Energy: 13.100460968293364 + --- Workload: 75279300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 244 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 523 in the X datas point +-------------- + --- Configuration: 202220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 222020-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (57.3205072294823 mAh) it is NOT far from the median. +--- Median :57.3205072294823, the gap is : 10 +--- So No we don't romove this configuration '202220-2-1' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 0, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '001010-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '001010-1-0' +--- Neighbour 0 in the list of neghbours, And at position 524 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8465178488.288426 + --- Energy: 29.660392939079458 + --- Workload: 251081000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 537 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8558932529.934866 + --- Energy: 29.331584322088812 + --- Workload: 251046000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 769 in the X datas point +-------------- + --- Configuration: 001000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6484453522.679377 + --- Energy: 11.76973873612909 + --- Workload: 76320200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '001010-1-0' +--- Neighbour 0 in the list of neghbours, And at position 769 in the X datas point +-------------- + --- Configuration: 001000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6484453522.679377 + --- Energy: 11.76973873612909 + --- Workload: 76320200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 537 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8558932529.934866 + --- Energy: 29.331584322088812 + --- Workload: 251046000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 524 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8465178488.288426 + --- Energy: 29.660392939079458 + --- Workload: 251081000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (30.700472577378978 mAh) it is NOT far from the median. +--- Median :30.700472577378978, the gap is : 10 +--- So No we don't romove this configuration '001010-1-0' + --- remove_aberrant_points: The value [0.0, 0, 0, 1, 0, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 0, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '202000-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 525 in the X datas point +-------------- + --- Configuration: 202000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 3444676768.755404 + --- Energy: 22.44356480668999 + --- Workload: 77310900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202000-0-0' +--- Neighbour 0 in the list of neghbours, And at position 525 in the X datas point +-------------- + --- Configuration: 202000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 3444676768.755404 + --- Energy: 22.44356480668999 + --- Workload: 77310900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (28.50231 mAh) it is NOT far from the median. +--- Median :28.50231, the gap is : 10 +--- So No we don't romove this configuration '202000-0-0' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 0, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '100000-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 526 in the X datas point +-------------- + --- Configuration: 100000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10074338544.11704 + --- Energy: 55.34744693526562 + --- Workload: 557589000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 645 in the X datas point +-------------- + --- Configuration: 100010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11294917061.424017 + --- Energy: 49.79470947563472 + --- Workload: 562427000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 426 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11352245417.38233 + --- Energy: 42.47266528928453 + --- Workload: 482160000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 426 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11352245417.38233 + --- Energy: 42.47266528928453 + --- Workload: 482160000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 645 in the X datas point +-------------- + --- Configuration: 100010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11294917061.424017 + --- Energy: 49.79470947563472 + --- Workload: 562427000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 526 in the X datas point +-------------- + --- Configuration: 100000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10074338544.11704 + --- Energy: 55.34744693526562 + --- Workload: 557589000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 645 in the X datas point +-------------- + --- Configuration: 100010-3-0 + --- Energy efficiency: 11294917061.424017 + --- Energy: 49.79470947563472 + --- Workload: 562427000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (49.79470947563472 mAh) it is NOT far from the median. +--- Median :49.79470947563472, the gap is : 10 +--- So No we don't romove this configuration '100000-3-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 0, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '011000-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 527 in the X datas point +-------------- + --- Configuration: 011000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8513536523.071684 + --- Energy: 29.34546622830315 + --- Workload: 249834000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 446 in the X datas point +-------------- + --- Configuration: 011000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11398700320.189491 + --- Energy: 41.92258529337472 + --- Workload: 477863000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 628 in the X datas point +-------------- + --- Configuration: 111000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9668281269.638697 + --- Energy: 30.617996362116138 + --- Workload: 296022000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 769 in the X datas point +-------------- + --- Configuration: 001000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6484453522.679377 + --- Energy: 11.76973873612909 + --- Workload: 76320200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 769 in the X datas point +-------------- + --- Configuration: 001000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6484453522.679377 + --- Energy: 11.76973873612909 + --- Workload: 76320200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 527 in the X datas point +-------------- + --- Configuration: 011000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8513536523.071684 + --- Energy: 29.34546622830315 + --- Workload: 249834000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 628 in the X datas point +-------------- + --- Configuration: 111000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9668281269.638697 + --- Energy: 30.617996362116138 + --- Workload: 296022000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 446 in the X datas point +-------------- + --- Configuration: 011000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11398700320.189491 + --- Energy: 41.92258529337472 + --- Workload: 477863000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (30.05234 mAh) it is NOT far from the median. +--- Median :30.05234, the gap is : 10 +--- So No we don't romove this configuration '011000-1-0' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 0, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '022222-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022222-1-2' +--- Neighbour 0 in the list of neghbours, And at position 453 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14702487807.961985 + --- Energy: 79.9871211726851 + --- Workload: 1176010000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 528 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15108433225.257673 + --- Energy: 77.62624080393333 + --- Workload: 1172810000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 530 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15452391953.012367 + --- Energy: 81.35830423904434 + --- Workload: 1257180000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022222-1-2' +--- Neighbour 0 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 505 in the X datas point +-------------- + --- Configuration: 022222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14246069509.422352 + --- Energy: 69.37565973641902 + --- Workload: 988330000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 528 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15108433225.257673 + --- Energy: 77.62624080393333 + --- Workload: 1172810000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 453 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14702487807.961985 + --- Energy: 79.9871211726851 + --- Workload: 1176010000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 530 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15452391953.012367 + --- Energy: 81.35830423904434 + --- Workload: 1257180000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 528 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Energy efficiency: 15108433225.257673 + --- Energy: 77.62624080393333 + --- Workload: 1172810000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.62624080393333 mAh) it is NOT far from the median. +--- Median :77.62624080393333, the gap is : 10 +--- So No we don't romove this configuration '022222-1-2' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '333300-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333300-1-0' +--- Neighbour 0 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 529 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10992187852.093517 + --- Energy: 31.06062061477282 + --- Workload: 341424000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333300-1-0' +--- Neighbour 0 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 529 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10992187852.093517 + --- Energy: 31.06062061477282 + --- Workload: 341424000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (32.97385398783962 mAh) it is NOT far from the median. +--- Median :32.97385398783962, the gap is : 10 +--- So No we don't romove this configuration '333300-1-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '222222-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-1-2' +--- Neighbour 0 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 530 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15452391953.012367 + --- Energy: 81.35830423904434 + --- Workload: 1257180000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-1-2' +--- Neighbour 0 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 199 in the X datas point +-------------- + --- Configuration: 222222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 17630558694.77448 + --- Energy: 55.7442277111113 + --- Workload: 982802000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 169 in the X datas point +-------------- + --- Configuration: 222222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15111309908.788132 + --- Energy: 72.3253528074643 + --- Workload: 1092930000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 530 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15452391953.012367 + --- Energy: 81.35830423904434 + --- Workload: 1257180000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (81.35830423904434 mAh) is far from the median. +--- Median :66.3842172994299, the gap is : 10 +--- So yes we remove this configuration '222222-1-2' +--- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 0, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '003303-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003303-1-1' +--- Neighbour 0 in the list of neghbours, And at position 531 in the X datas point +-------------- + --- Configuration: 003303-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13471279232.675934 + --- Energy: 58.76194644449752 + --- Workload: 791599000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 598 in the X datas point +-------------- + --- Configuration: 003303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12920497594.203348 + --- Energy: 80.94736701096696 + --- Workload: 1045880000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 748 in the X datas point +-------------- + --- Configuration: 003303-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10743134868.240822 + --- Energy: 23.48970283086431 + --- Workload: 252353000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 459 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13313575986.569265 + --- Energy: 58.999551683518746 + --- Workload: 785495000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 518 in the X datas point +-------------- + --- Configuration: 303303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 582 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451237917.42554 + --- Energy: 58.6370944765814 + --- Workload: 788742000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003303-1-1' +--- Neighbour 0 in the list of neghbours, And at position 748 in the X datas point +-------------- + --- Configuration: 003303-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10743134868.240822 + --- Energy: 23.48970283086431 + --- Workload: 252353000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 582 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451237917.42554 + --- Energy: 58.6370944765814 + --- Workload: 788742000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 531 in the X datas point +-------------- + --- Configuration: 003303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13471279232.675934 + --- Energy: 58.76194644449752 + --- Workload: 791599000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 459 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13313575986.569265 + --- Energy: 58.999551683518746 + --- Workload: 785495000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 518 in the X datas point +-------------- + --- Configuration: 303303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 598 in the X datas point +-------------- + --- Configuration: 003303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12920497594.203348 + --- Energy: 80.94736701096696 + --- Workload: 1045880000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 531 in the X datas point +-------------- + --- Configuration: 003303-1-1 + --- Energy efficiency: 13471279232.675934 + --- Energy: 58.76194644449752 + --- Workload: 791599000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (58.76194644449752 mAh) it is NOT far from the median. +--- Median :58.76194644449752, the gap is : 10 +--- So No we don't romove this configuration '003303-1-1' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 0, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '000000-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-3-1' +--- Neighbour 0 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 622 in the X datas point +-------------- + --- Configuration: 000010-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11230529070.224499 + --- Energy: 65.58873751640105 + --- Workload: 736596000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 438 in the X datas point +-------------- + --- Configuration: 000110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10984846404.38515 + --- Energy: 74.34214040531062 + --- Workload: 816637000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-3-1' +--- Neighbour 0 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 622 in the X datas point +-------------- + --- Configuration: 000010-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11230529070.224499 + --- Energy: 65.58873751640105 + --- Workload: 736596000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 438 in the X datas point +-------------- + --- Configuration: 000110-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10984846404.38515 + --- Energy: 74.34214040531062 + --- Workload: 816637000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (66.8775 mAh) it is NOT far from the median. +--- Median :66.8775, the gap is : 10 +--- So No we don't romove this configuration '000000-3-1' + --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 0, 1, 1, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '000110-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000110-1-1' +--- Neighbour 0 in the list of neghbours, And at position 533 in the X datas point +-------------- + --- Configuration: 000110-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12859238913.085691 + --- Energy: 36.48721262882221 + --- Workload: 469198000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 428 in the X datas point +-------------- + --- Configuration: 100100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12184957913.155367 + --- Energy: 38.48271275814499 + --- Workload: 468910000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 433 in the X datas point +-------------- + --- Configuration: 010111-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13352311418.629679 + --- Energy: 42.04621333129826 + --- Workload: 561414000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 435 in the X datas point +-------------- + --- Configuration: 010010-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12144942603.001259 + --- Energy: 38.33628258038769 + --- Workload: 465592000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 464 in the X datas point +-------------- + --- Configuration: 010110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9252662453.621029 + --- Energy: 32.02904675461461 + --- Workload: 296355000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 613 in the X datas point +-------------- + --- Configuration: 000100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12336586491.191061 + --- Energy: 52.305660553812594 + --- Workload: 645273000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000110-1-1' +--- Neighbour 0 in the list of neghbours, And at position 464 in the X datas point +-------------- + --- Configuration: 010110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9252662453.621029 + --- Energy: 32.02904675461461 + --- Workload: 296355000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 533 in the X datas point +-------------- + --- Configuration: 000110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12859238913.085691 + --- Energy: 36.48721262882221 + --- Workload: 469198000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 435 in the X datas point +-------------- + --- Configuration: 010010-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12144942603.001259 + --- Energy: 38.33628258038769 + --- Workload: 465592000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 428 in the X datas point +-------------- + --- Configuration: 100100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12184957913.155367 + --- Energy: 38.48271275814499 + --- Workload: 468910000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 433 in the X datas point +-------------- + --- Configuration: 010111-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13352311418.629679 + --- Energy: 42.04621333129826 + --- Workload: 561414000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 613 in the X datas point +-------------- + --- Configuration: 000100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12336586491.191061 + --- Energy: 52.305660553812594 + --- Workload: 645273000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 435 in the X datas point +-------------- + --- Configuration: 010010-1-1 + --- Energy efficiency: 12144942603.001259 + --- Energy: 38.33628258038769 + --- Workload: 465592000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (38.33628258038769 mAh) it is NOT far from the median. +--- Median :38.33628258038769, the gap is : 10 +--- So No we don't romove this configuration '000110-1-1' + --- remove_aberrant_points: The value [0.0, 0, 0, 0, 1, 1, 0, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '220000-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 534 in the X datas point +-------------- + --- Configuration: 220000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10849423027.683388 + --- Energy: 53.29091998643152 + --- Workload: 578176000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 379 in the X datas point +-------------- + --- Configuration: 220022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14371553521.821047 + --- Energy: 61.0078855819444 + --- Workload: 876778000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 426 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11352245417.38233 + --- Energy: 42.47266528928453 + --- Workload: 482160000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 512 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11872339111.996523 + --- Energy: 50.4557052793426 + --- Workload: 599027000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 426 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11352245417.38233 + --- Energy: 42.47266528928453 + --- Workload: 482160000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 512 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11872339111.996523 + --- Energy: 50.4557052793426 + --- Workload: 599027000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 534 in the X datas point +-------------- + --- Configuration: 220000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10849423027.683388 + --- Energy: 53.29091998643152 + --- Workload: 578176000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 379 in the X datas point +-------------- + --- Configuration: 220022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14371553521.821047 + --- Energy: 61.0078855819444 + --- Workload: 876778000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (56.7479002567857 mAh) it is NOT far from the median. +--- Median :56.7479002567857, the gap is : 10 +--- So No we don't romove this configuration '220000-3-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 0, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '022022-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022022-1-3' +--- Neighbour 0 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 535 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13609237950.72095 + --- Energy: 81.63493485553877 + --- Workload: 1110990000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 640 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14620310535.395771 + --- Energy: 81.50438397997827 + --- Workload: 1191620000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 55 in the X datas point +-------------- + --- Configuration: 011010-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022022-1-3' +--- Neighbour 0 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 55 in the X datas point +-------------- + --- Configuration: 011010-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 75 in the X datas point +-------------- + --- Configuration: 022222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095406166.176382 + --- Energy: 70.58820126566067 + --- Workload: 994970000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 640 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14620310535.395771 + --- Energy: 81.50438397997827 + --- Workload: 1191620000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 535 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13609237950.72095 + --- Energy: 81.63493485553877 + --- Workload: 1110990000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (81.3667303591789 mAh) it is NOT far from the median. +--- Median :81.3667303591789, the gap is : 10 +--- So No we don't romove this configuration '022022-1-3' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 0, 0, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '000022-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000022-3-2' +--- Neighbour 0 in the list of neghbours, And at position 536 in the X datas point +-------------- + --- Configuration: 000022-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13874571102.320799 + --- Energy: 80.16963008427506 + --- Workload: 1112320000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 421 in the X datas point +-------------- + --- Configuration: 000022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 414 in the X datas point +-------------- + --- Configuration: 100011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13125943427.183828 + --- Energy: 80.21675217727041 + --- Workload: 1052920000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 687 in the X datas point +-------------- + --- Configuration: 000222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14429639634.179775 + --- Energy: 82.81499880951421 + --- Workload: 1194990000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 759 in the X datas point +-------------- + --- Configuration: 000022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10913492022.783005 + --- Energy: 17.236925200640222 + --- Workload: 188115000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000022-3-2' +--- Neighbour 0 in the list of neghbours, And at position 759 in the X datas point +-------------- + --- Configuration: 000022-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10913492022.783005 + --- Energy: 17.236925200640222 + --- Workload: 188115000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 421 in the X datas point +-------------- + --- Configuration: 000022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 536 in the X datas point +-------------- + --- Configuration: 000022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13874571102.320799 + --- Energy: 80.16963008427506 + --- Workload: 1112320000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 414 in the X datas point +-------------- + --- Configuration: 100011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13125943427.183828 + --- Energy: 80.21675217727041 + --- Workload: 1052920000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 687 in the X datas point +-------------- + --- Configuration: 000222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14429639634.179775 + --- Energy: 82.81499880951421 + --- Workload: 1194990000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 536 in the X datas point +-------------- + --- Configuration: 000022-3-2 + --- Energy efficiency: 13874571102.320799 + --- Energy: 80.16963008427506 + --- Workload: 1112320000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (80.16963008427506 mAh) it is NOT far from the median. +--- Median :80.16963008427506, the gap is : 10 +--- So No we don't romove this configuration '000022-3-2' + --- remove_aberrant_points: The value [1.0, 0, 0, 0, 0, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 0, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '001010-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '001010-1-0' +--- Neighbour 0 in the list of neghbours, And at position 524 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8465178488.288426 + --- Energy: 29.660392939079458 + --- Workload: 251081000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 537 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8558932529.934866 + --- Energy: 29.331584322088812 + --- Workload: 251046000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 769 in the X datas point +-------------- + --- Configuration: 001000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6484453522.679377 + --- Energy: 11.76973873612909 + --- Workload: 76320200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '001010-1-0' +--- Neighbour 0 in the list of neghbours, And at position 769 in the X datas point +-------------- + --- Configuration: 001000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6484453522.679377 + --- Energy: 11.76973873612909 + --- Workload: 76320200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 537 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8558932529.934866 + --- Energy: 29.331584322088812 + --- Workload: 251046000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 524 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8465178488.288426 + --- Energy: 29.660392939079458 + --- Workload: 251081000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 427 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10275982049.914555 + --- Energy: 33.06575864579996 + --- Workload: 339783000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (30.700472577378978 mAh) it is NOT far from the median. +--- Median :30.700472577378978, the gap is : 10 +--- So No we don't romove this configuration '001010-1-0' + --- remove_aberrant_points: The value [0.0, 0, 0, 1, 0, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '000333-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000333-2-0' +--- Neighbour 0 in the list of neghbours, And at position 380 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12831600639.526976 + --- Energy: 62.2597560074204 + --- Workload: 798892000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 538 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12729464509.616474 + --- Energy: 62.669563544461724 + --- Workload: 797750000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 738 in the X datas point +-------------- + --- Configuration: 000033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9991107913.956577 + --- Energy: 25.378870651700414 + --- Workload: 253562000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 509 in the X datas point +-------------- + --- Configuration: 000202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 740 in the X datas point +-------------- + --- Configuration: 020222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000333-2-0' +--- Neighbour 0 in the list of neghbours, And at position 740 in the X datas point +-------------- + --- Configuration: 020222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 738 in the X datas point +-------------- + --- Configuration: 000033-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9991107913.956577 + --- Energy: 25.378870651700414 + --- Workload: 253562000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 509 in the X datas point +-------------- + --- Configuration: 000202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 380 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12831600639.526976 + --- Energy: 62.2597560074204 + --- Workload: 798892000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 538 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12729464509.616474 + --- Energy: 62.669563544461724 + --- Workload: 797750000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (57.33723345336789 mAh) it is NOT far from the median. +--- Median :57.33723345336789, the gap is : 10 +--- So No we don't romove this configuration '000333-2-0' + --- remove_aberrant_points: The value [2.0, 0, 0, 0, 1, 1, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 1, 0, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '020200-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020200-1-1' +--- Neighbour 0 in the list of neghbours, And at position 539 in the X datas point +-------------- + --- Configuration: 020200-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12611406007.821594 + --- Energy: 35.941505988108695 + --- Workload: 453273000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 754 in the X datas point +-------------- + --- Configuration: 022200-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6134705871.52699 + --- Energy: 12.369555647233597 + --- Workload: 75883500000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 581 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15557640279.352987 + --- Energy: 50.470000516399516 + --- Workload: 785194000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020200-1-1' +--- Neighbour 0 in the list of neghbours, And at position 754 in the X datas point +-------------- + --- Configuration: 022200-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6134705871.52699 + --- Energy: 12.369555647233597 + --- Workload: 75883500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 539 in the X datas point +-------------- + --- Configuration: 020200-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12611406007.821594 + --- Energy: 35.941505988108695 + --- Workload: 453273000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 581 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15557640279.352987 + --- Energy: 50.470000516399516 + --- Workload: 785194000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (35.941505988108695 mAh) is far from the median. +--- Median :50.3428670012474, the gap is : 10 +--- So yes we remove this configuration '020200-1-1' +--- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 0, 0, 1.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 1, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '011010-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011010-2-3' +--- Neighbour 0 in the list of neghbours, And at position 540 in the X datas point +-------------- + --- Configuration: 011010-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12504532893.173775 + --- Energy: 85.2562842548241 + --- Workload: 1066090000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 55 in the X datas point +-------------- + --- Configuration: 011010-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 266 in the X datas point +-------------- + --- Configuration: 101010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5883010454.109577 + --- Energy: 12.9248547023353 + --- Workload: 76037200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 479 in the X datas point +-------------- + --- Configuration: 111010-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13018731350.667341 + --- Energy: 78.8194837737248 + --- Workload: 1026130000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 486 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 545 in the X datas point +-------------- + --- Configuration: 011010-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13560884983.354015 + --- Energy: 77.7920837079026 + --- Workload: 1054930000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 633 in the X datas point +-------------- + --- Configuration: 011000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13654169915.221258 + --- Energy: 71.4589837097857 + --- Workload: 975713000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 662 in the X datas point +-------------- + --- Configuration: 011100-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12868373270.329777 + --- Energy: 82.64292151495445 + --- Workload: 1063480000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011010-2-3' +--- Neighbour 0 in the list of neghbours, And at position 266 in the X datas point +-------------- + --- Configuration: 101010-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5883010454.109577 + --- Energy: 12.9248547023353 + --- Workload: 76037200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 55 in the X datas point +-------------- + --- Configuration: 011010-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 633 in the X datas point +-------------- + --- Configuration: 011000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13654169915.221258 + --- Energy: 71.4589837097857 + --- Workload: 975713000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 545 in the X datas point +-------------- + --- Configuration: 011010-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13560884983.354015 + --- Energy: 77.7920837079026 + --- Workload: 1054930000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 479 in the X datas point +-------------- + --- Configuration: 111010-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13018731350.667341 + --- Energy: 78.8194837737248 + --- Workload: 1026130000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 486 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 662 in the X datas point +-------------- + --- Configuration: 011100-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12868373270.329777 + --- Energy: 82.64292151495445 + --- Workload: 1063480000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 540 in the X datas point +-------------- + --- Configuration: 011010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12504532893.173775 + --- Energy: 85.2562842548241 + --- Workload: 1066090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (85.2562842548241 mAh) is far from the median. +--- Median :74.73239429974956, the gap is : 10 +--- So yes we remove this configuration '011010-2-3' +--- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 1, 0, 2.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 0, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '101101-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101101-2-1' +--- Neighbour 0 in the list of neghbours, And at position 541 in the X datas point +-------------- + --- Configuration: 101101-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 368 in the X datas point +-------------- + --- Configuration: 101101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12808082412.325474 + --- Energy: 45.0099417425521 + --- Workload: 576491000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101101-2-1' +--- Neighbour 0 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 368 in the X datas point +-------------- + --- Configuration: 101101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12808082412.325474 + --- Energy: 45.0099417425521 + --- Workload: 576491000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 541 in the X datas point +-------------- + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (57.3205072294823 mAh) it is NOT far from the median. +--- Median :57.3205072294823, the gap is : 10 +--- So No we don't romove this configuration '101101-2-1' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 0, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 1, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '330330-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330330-3-3' +--- Neighbour 0 in the list of neghbours, And at position 542 in the X datas point +-------------- + --- Configuration: 330330-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12443165840.025682 + --- Energy: 76.18345987594073 + --- Workload: 947963000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 030330-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 310 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17270333243.662476 + --- Energy: 123.82321 + --- Workload: 2138468100000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330330-3-3' +--- Neighbour 0 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 030330-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 542 in the X datas point +-------------- + --- Configuration: 330330-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12443165840.025682 + --- Energy: 76.18345987594073 + --- Workload: 947963000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 310 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17270333243.662476 + --- Energy: 123.82321 + --- Workload: 2138468100000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.28586489330746 mAh) it is NOT far from the median. +--- Median :77.28586489330746, the gap is : 10 +--- So No we don't romove this configuration '330330-3-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 1, 0, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '022222-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022222-3-1' +--- Neighbour 0 in the list of neghbours, And at position 543 in the X datas point +-------------- + --- Configuration: 022222-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15333190223.557913 + --- Energy: 75.06196238428772 + --- Workload: 1150940000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 688 in the X datas point +-------------- + --- Configuration: 022202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474880292.739979 + --- Energy: 72.83305131515111 + --- Workload: 1054250000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022222-3-1' +--- Neighbour 0 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 688 in the X datas point +-------------- + --- Configuration: 022202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474880292.739979 + --- Energy: 72.83305131515111 + --- Workload: 1054250000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 543 in the X datas point +-------------- + --- Configuration: 022222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15333190223.557913 + --- Energy: 75.06196238428772 + --- Workload: 1150940000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 543 in the X datas point +-------------- + --- Configuration: 022222-3-1 + --- Energy efficiency: 15333190223.557913 + --- Energy: 75.06196238428772 + --- Workload: 1150940000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.06196238428772 mAh) it is NOT far from the median. +--- Median :75.06196238428772, the gap is : 10 +--- So No we don't romove this configuration '022222-3-1' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '202022-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202022-3-1' +--- Neighbour 0 in the list of neghbours, And at position 544 in the X datas point +-------------- + --- Configuration: 202022-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 384 in the X datas point +-------------- + --- Configuration: 222022-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14768125659.027607 + --- Energy: 80.9276948124698 + --- Workload: 1195150000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 657 in the X datas point +-------------- + --- Configuration: 202022-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14577046981.822424 + --- Energy: 55.92467118019403 + --- Workload: 815217000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202022-3-1' +--- Neighbour 0 in the list of neghbours, And at position 657 in the X datas point +-------------- + --- Configuration: 202022-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14577046981.822424 + --- Energy: 55.92467118019403 + --- Workload: 815217000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 544 in the X datas point +-------------- + --- Configuration: 202022-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 384 in the X datas point +-------------- + --- Configuration: 222022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14768125659.027607 + --- Energy: 80.9276948124698 + --- Workload: 1195150000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 544 in the X datas point +-------------- + --- Configuration: 202022-3-1 + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (72.31670560917817 mAh) it is NOT far from the median. +--- Median :72.31670560917817, the gap is : 10 +--- So No we don't romove this configuration '202022-3-1' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 1, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 1, 0, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '011010-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011010-3-2' +--- Neighbour 0 in the list of neghbours, And at position 545 in the X datas point +-------------- + --- Configuration: 011010-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13560884983.354015 + --- Energy: 77.7920837079026 + --- Workload: 1054930000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 440 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 761 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6079027355.6231 + --- Energy: 12.473598223784801 + --- Workload: 75827400000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 479 in the X datas point +-------------- + --- Configuration: 111010-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13018731350.667341 + --- Energy: 78.8194837737248 + --- Workload: 1026130000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 540 in the X datas point +-------------- + --- Configuration: 011010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12504532893.173775 + --- Energy: 85.2562842548241 + --- Workload: 1066090000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 633 in the X datas point +-------------- + --- Configuration: 011000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13654169915.221258 + --- Energy: 71.4589837097857 + --- Workload: 975713000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011010-3-2' +--- Neighbour 0 in the list of neghbours, And at position 761 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6079027355.6231 + --- Energy: 12.473598223784801 + --- Workload: 75827400000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 633 in the X datas point +-------------- + --- Configuration: 011000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13654169915.221258 + --- Energy: 71.4589837097857 + --- Workload: 975713000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 545 in the X datas point +-------------- + --- Configuration: 011010-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13560884983.354015 + --- Energy: 77.7920837079026 + --- Workload: 1054930000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 479 in the X datas point +-------------- + --- Configuration: 111010-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13018731350.667341 + --- Energy: 78.8194837737248 + --- Workload: 1026130000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 440 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 540 in the X datas point +-------------- + --- Configuration: 011010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12504532893.173775 + --- Energy: 85.2562842548241 + --- Workload: 1066090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 545 in the X datas point +-------------- + --- Configuration: 011010-3-2 + --- Energy efficiency: 13560884983.354015 + --- Energy: 77.7920837079026 + --- Workload: 1054930000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.7920837079026 mAh) it is NOT far from the median. +--- Median :77.7920837079026, the gap is : 10 +--- So No we don't romove this configuration '011010-3-2' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 1, 0, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '110011-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110011-2-2' +--- Neighbour 0 in the list of neghbours, And at position 546 in the X datas point +-------------- + --- Configuration: 110011-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14409055803.391315 + --- Energy: 74.74536356458539 + --- Workload: 1077010000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 757 in the X datas point +-------------- + --- Configuration: 110011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5863314414.372156 + --- Energy: 12.909260168513825 + --- Workload: 75691200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110011-2-2' +--- Neighbour 0 in the list of neghbours, And at position 757 in the X datas point +-------------- + --- Configuration: 110011-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5863314414.372156 + --- Energy: 12.909260168513825 + --- Workload: 75691200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 546 in the X datas point +-------------- + --- Configuration: 110011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14409055803.391315 + --- Energy: 74.74536356458539 + --- Workload: 1077010000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (67.2323504939425 mAh) it is NOT far from the median. +--- Median :67.2323504939425, the gap is : 10 +--- So No we don't romove this configuration '110011-2-2' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 1, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '033030-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033030-2-0' +--- Neighbour 0 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 654 in the X datas point +-------------- + --- Configuration: 033030-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12133492686.537285 + --- Energy: 49.23349758478151 + --- Workload: 597374000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 432 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12711988294.801178 + --- Energy: 62.72069654525214 + --- Workload: 797305000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033030-2-0' +--- Neighbour 0 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 654 in the X datas point +-------------- + --- Configuration: 033030-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12133492686.537285 + --- Energy: 49.23349758478151 + --- Workload: 597374000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 432 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12711988294.801178 + --- Energy: 62.72069654525214 + --- Workload: 797305000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (45.3072604814401 mAh) it is NOT far from the median. +--- Median :45.3072604814401, the gap is : 10 +--- So No we don't romove this configuration '033030-2-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '220222-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 548 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14753135779.009829 + --- Energy: 97.4477993087831 + --- Workload: 1437660000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 326 in the X datas point +-------------- + --- Configuration: 220222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14253216951.065857 + --- Energy: 99.56004804973213 + --- Workload: 1419050000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 652 in the X datas point +-------------- + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 652 in the X datas point +-------------- + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 548 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14753135779.009829 + --- Energy: 97.4477993087831 + --- Workload: 1437660000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 326 in the X datas point +-------------- + --- Configuration: 220222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14253216951.065857 + --- Energy: 99.56004804973213 + --- Workload: 1419050000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (91.04108716316011 mAh) it is NOT far from the median. +--- Median :91.04108716316011, the gap is : 10 +--- So No we don't romove this configuration '220222-2-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 0, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '101011-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101011-3-2' +--- Neighbour 0 in the list of neghbours, And at position 549 in the X datas point +-------------- + --- Configuration: 101011-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13990494857.793615 + --- Energy: 77.57621667528683 + --- Workload: 1085330000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 409 in the X datas point +-------------- + --- Configuration: 101111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17713662193.376507 + --- Energy: 64.82001619850253 + --- Workload: 1148200000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 414 in the X datas point +-------------- + --- Configuration: 100011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13125943427.183828 + --- Energy: 80.21675217727041 + --- Workload: 1052920000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 256 in the X datas point +-------------- + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 416 in the X datas point +-------------- + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101011-3-2' +--- Neighbour 0 in the list of neghbours, And at position 409 in the X datas point +-------------- + --- Configuration: 101111-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 17713662193.376507 + --- Energy: 64.82001619850253 + --- Workload: 1148200000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 256 in the X datas point +-------------- + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 549 in the X datas point +-------------- + --- Configuration: 101011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13990494857.793615 + --- Energy: 77.57621667528683 + --- Workload: 1085330000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 414 in the X datas point +-------------- + --- Configuration: 100011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13125943427.183828 + --- Energy: 80.21675217727041 + --- Workload: 1052920000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 416 in the X datas point +-------------- + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.6473695933206 mAh) it is NOT far from the median. +--- Median :77.6473695933206, the gap is : 10 +--- So No we don't romove this configuration '101011-3-2' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 0, 1, 1, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '333303-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333303-0-0' +--- Neighbour 0 in the list of neghbours, And at position 550 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 714 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11117855943.716965 + --- Energy: 59.358545626680076 + --- Workload: 659940000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 424 in the X datas point +-------------- + --- Configuration: 033303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333303-0-0' +--- Neighbour 0 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 424 in the X datas point +-------------- + --- Configuration: 033303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 550 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 714 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11117855943.716965 + --- Energy: 59.358545626680076 + --- Workload: 659940000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (53.62951 mAh) it is NOT far from the median. +--- Median :53.62951, the gap is : 10 +--- So No we don't romove this configuration '333303-0-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 0, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '011001-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011001-3-1' +--- Neighbour 0 in the list of neghbours, And at position 551 in the X datas point +-------------- + --- Configuration: 011001-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12797903191.541098 + --- Energy: 64.71265249480714 + --- Workload: 828186000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 329 in the X datas point +-------------- + --- Configuration: 011001-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 648 in the X datas point +-------------- + --- Configuration: 022002-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14232302487.66415 + --- Energy: 64.65330182509297 + --- Workload: 920166000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 440 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 462 in the X datas point +-------------- + --- Configuration: 110001-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12127533138.4843 + --- Energy: 68.11268258859181 + --- Workload: 826039000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 688 in the X datas point +-------------- + --- Configuration: 022202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474880292.739979 + --- Energy: 72.83305131515111 + --- Workload: 1054250000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 761 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6079027355.6231 + --- Energy: 12.473598223784801 + --- Workload: 75827400000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011001-3-1' +--- Neighbour 0 in the list of neghbours, And at position 761 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6079027355.6231 + --- Energy: 12.473598223784801 + --- Workload: 75827400000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 329 in the X datas point +-------------- + --- Configuration: 011001-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 648 in the X datas point +-------------- + --- Configuration: 022002-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14232302487.66415 + --- Energy: 64.65330182509297 + --- Workload: 920166000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 551 in the X datas point +-------------- + --- Configuration: 011001-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12797903191.541098 + --- Energy: 64.71265249480714 + --- Workload: 828186000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 462 in the X datas point +-------------- + --- Configuration: 110001-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12127533138.4843 + --- Energy: 68.11268258859181 + --- Workload: 826039000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 688 in the X datas point +-------------- + --- Configuration: 022202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474880292.739979 + --- Energy: 72.83305131515111 + --- Workload: 1054250000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 440 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 648 in the X datas point +-------------- + --- Configuration: 022002-3-1 + --- Energy efficiency: 14232302487.66415 + --- Energy: 64.65330182509297 + --- Workload: 920166000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (64.65330182509297 mAh) it is NOT far from the median. +--- Median :64.65330182509297, the gap is : 10 +--- So No we don't romove this configuration '011001-3-1' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 0, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 0, 1, 1, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '000110-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000110-3-3' +--- Neighbour 0 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 392 in the X datas point +-------------- + --- Configuration: 001111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12266206111.514534 + --- Energy: 87.6643983443653 + --- Workload: 1075310000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 612 in the X datas point +-------------- + --- Configuration: 100100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11460109650.329136 + --- Energy: 77.70891264945926 + --- Workload: 890553000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 647 in the X datas point +-------------- + --- Configuration: 001100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12879909016.32271 + --- Energy: 72.82903936158382 + --- Workload: 938032000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 758 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6028999487.535044 + --- Energy: 12.654544813790569 + --- Workload: 76294200000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000110-3-3' +--- Neighbour 0 in the list of neghbours, And at position 758 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6028999487.535044 + --- Energy: 12.654544813790569 + --- Workload: 76294200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 647 in the X datas point +-------------- + --- Configuration: 001100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12879909016.32271 + --- Energy: 72.82903936158382 + --- Workload: 938032000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 612 in the X datas point +-------------- + --- Configuration: 100100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11460109650.329136 + --- Energy: 77.70891264945926 + --- Workload: 890553000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 392 in the X datas point +-------------- + --- Configuration: 001111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12266206111.514534 + --- Energy: 87.6643983443653 + --- Workload: 1075310000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 612 in the X datas point +-------------- + --- Configuration: 100100-3-3 + --- Energy efficiency: 11460109650.329136 + --- Energy: 77.70891264945926 + --- Workload: 890553000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.70891264945926 mAh) it is NOT far from the median. +--- Median :77.70891264945926, the gap is : 10 +--- So No we don't romove this configuration '000110-3-3' + --- remove_aberrant_points: The value [0.0, 0, 0, 0, 1, 1, 0, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 1, 1, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '002220-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002220-2-3' +--- Neighbour 0 in the list of neghbours, And at position 553 in the X datas point +-------------- + --- Configuration: 002220-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13196111369.901518 + --- Energy: 79.03690304614342 + --- Workload: 1042980000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 756 in the X datas point +-------------- + --- Configuration: 002020-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6012216824.587563 + --- Energy: 12.615399718681916 + --- Workload: 75846500000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002220-2-3' +--- Neighbour 0 in the list of neghbours, And at position 756 in the X datas point +-------------- + --- Configuration: 002020-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6012216824.587563 + --- Energy: 12.615399718681916 + --- Workload: 75846500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 553 in the X datas point +-------------- + --- Configuration: 002220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13196111369.901518 + --- Energy: 79.03690304614342 + --- Workload: 1042980000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 553 in the X datas point +-------------- + --- Configuration: 002220-2-3 + --- Energy efficiency: 13196111369.901518 + --- Energy: 79.03690304614342 + --- Workload: 1042980000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (79.03690304614342 mAh) it is NOT far from the median. +--- Median :79.03690304614342, the gap is : 10 +--- So No we don't romove this configuration '002220-2-3' + --- remove_aberrant_points: The value [1.0, 0, 0, 1, 1, 1, 0, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '222222-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222222-2-2' +--- Neighbour 0 in the list of neghbours, And at position 554 in the X datas point +-------------- + --- Configuration: 222222-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16070659475.582241 + --- Energy: 93.5530302681106 + --- Workload: 1503460000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 267 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222222-2-2' +--- Neighbour 0 in the list of neghbours, And at position 267 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 158 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15824387279.72453 + --- Energy: 81.9077463484616 + --- Workload: 1296140000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 554 in the X datas point +-------------- + --- Configuration: 222222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16070659475.582241 + --- Energy: 93.5530302681106 + --- Workload: 1503460000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 240 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15595928215.061611 + --- Energy: 95.9288937521245 + --- Workload: 1496100000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 24 in the X datas point +-------------- + --- Configuration: 222222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15227537478.77662 + --- Energy: 102.00341241380069 + --- Workload: 1553260000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 98 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14800343367.966137 + --- Energy: 102.719273058889 + --- Workload: 1520280000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (91.4259968153942 mAh) it is NOT far from the median. +--- Median :91.4259968153942, the gap is : 10 +--- So No we don't romove this configuration '222222-2-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '300000-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300000-3-1' +--- Neighbour 0 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 605 in the X datas point +-------------- + --- Configuration: 303000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12131240613.452576 + --- Energy: 64.34512219904238 + --- Workload: 780586000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 604 in the X datas point +-------------- + --- Configuration: 330003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13533264764.791859 + --- Energy: 73.38859474562628 + --- Workload: 993187000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300000-3-1' +--- Neighbour 0 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 605 in the X datas point +-------------- + --- Configuration: 303000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12131240613.452576 + --- Energy: 64.34512219904238 + --- Workload: 780586000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 604 in the X datas point +-------------- + --- Configuration: 330003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13533264764.791859 + --- Energy: 73.38859474562628 + --- Workload: 993187000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (61.70736633784887 mAh) it is NOT far from the median. +--- Median :61.70736633784887, the gap is : 10 +--- So No we don't romove this configuration '300000-3-1' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0, 0, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 0, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '222002-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222002-1-0' +--- Neighbour 0 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 339 in the X datas point +-------------- + --- Configuration: 220002-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12468874571.85002 + --- Energy: 37.3545557848716 + --- Workload: 465769000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 587 in the X datas point +-------------- + --- Configuration: 222002-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11068387136.763205 + --- Energy: 35.22248964071155 + --- Workload: 389856000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 703 in the X datas point +-------------- + --- Configuration: 111001-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10720963342.88214 + --- Energy: 31.78714877872434 + --- Workload: 340789000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 732 in the X datas point +-------------- + --- Configuration: 222002-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14681722283.47763 + --- Energy: 54.8681089022372 + --- Workload: 805558000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222002-1-0' +--- Neighbour 0 in the list of neghbours, And at position 703 in the X datas point +-------------- + --- Configuration: 111001-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10720963342.88214 + --- Energy: 31.78714877872434 + --- Workload: 340789000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 587 in the X datas point +-------------- + --- Configuration: 222002-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11068387136.763205 + --- Energy: 35.22248964071155 + --- Workload: 389856000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 339 in the X datas point +-------------- + --- Configuration: 220002-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12468874571.85002 + --- Energy: 37.3545557848716 + --- Workload: 465769000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 732 in the X datas point +-------------- + --- Configuration: 222002-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14681722283.47763 + --- Energy: 54.8681089022372 + --- Workload: 805558000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (37.8409560260374 mAh) it is NOT far from the median. +--- Median :37.8409560260374, the gap is : 10 +--- So No we don't romove this configuration '222002-1-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 0, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '033030-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033030-0-0' +--- Neighbour 0 in the list of neghbours, And at position 557 in the X datas point +-------------- + --- Configuration: 033030-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5054436278.721834 + --- Energy: 23.84502806404063 + --- Workload: 120523000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 335 in the X datas point +-------------- + --- Configuration: 333030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11193557883.566849 + --- Energy: 34.531211142434685 + --- Workload: 386527000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033030-0-0' +--- Neighbour 0 in the list of neghbours, And at position 557 in the X datas point +-------------- + --- Configuration: 033030-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5054436278.721834 + --- Energy: 23.84502806404063 + --- Workload: 120523000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 128 in the X datas point +-------------- + --- Configuration: 033330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6111684930.418467 + --- Energy: 26.7184846004408 + --- Workload: 163295000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 335 in the X datas point +-------------- + --- Configuration: 333030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11193557883.566849 + --- Energy: 34.531211142434685 + --- Workload: 386527000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 287 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 305 in the X datas point +-------------- + --- Configuration: 333000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10756377585.89932 + --- Energy: 46.07778 + --- Workload: 495630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 335 in the X datas point +-------------- + --- Configuration: 333030-0-1 + --- Energy efficiency: 11193557883.566849 + --- Energy: 34.531211142434685 + --- Workload: 386527000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (23.84502806404063 mAh) is far from the median. +--- Median :34.531211142434685, the gap is : 10 +--- So yes we remove this configuration '033030-0-0' +--- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 0, 0.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 0, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '110000-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110000-1-2' +--- Neighbour 0 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 678 in the X datas point +-------------- + --- Configuration: 110001-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12657170413.611015 + --- Energy: 62.61500040774629 + --- Workload: 792529000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 216 in the X datas point +-------------- + --- Configuration: 110100-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 502 in the X datas point +-------------- + --- Configuration: 111001-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 615 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 693 in the X datas point +-------------- + --- Configuration: 110100-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13984468848.896416 + --- Energy: 73.46366427282355 + --- Workload: 1027350000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110000-1-2' +--- Neighbour 0 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 615 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 678 in the X datas point +-------------- + --- Configuration: 110001-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12657170413.611015 + --- Energy: 62.61500040774629 + --- Workload: 792529000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 502 in the X datas point +-------------- + --- Configuration: 111001-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 693 in the X datas point +-------------- + --- Configuration: 110100-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13984468848.896416 + --- Energy: 73.46366427282355 + --- Workload: 1027350000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 216 in the X datas point +-------------- + --- Configuration: 110100-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 615 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (62.229672314345905 mAh) it is NOT far from the median. +--- Median :62.229672314345905, the gap is : 10 +--- So No we don't romove this configuration '110000-1-2' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 0, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 1, 0, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '001101-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '001101-1-1' +--- Neighbour 0 in the list of neghbours, And at position 559 in the X datas point +-------------- + --- Configuration: 001101-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13683428410.355072 + --- Energy: 37.45828346692664 + --- Workload: 512558000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 455 in the X datas point +-------------- + --- Configuration: 101111-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14337534230.862976 + --- Energy: 42.54593968589113 + --- Workload: 610004000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 541 in the X datas point +-------------- + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 610 in the X datas point +-------------- + --- Configuration: 001111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10299849210.207561 + --- Energy: 33.008552866909774 + --- Workload: 339983000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 737 in the X datas point +-------------- + --- Configuration: 011101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5926487844.77343 + --- Energy: 12.82440487818982 + --- Workload: 76003700000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 775 in the X datas point +-------------- + --- Configuration: 101101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5941064638.78327 + --- Energy: 12.77057489674986 + --- Workload: 75870700000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '001101-1-1' +--- Neighbour 0 in the list of neghbours, And at position 775 in the X datas point +-------------- + --- Configuration: 101101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5941064638.78327 + --- Energy: 12.77057489674986 + --- Workload: 75870700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 737 in the X datas point +-------------- + --- Configuration: 011101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5926487844.77343 + --- Energy: 12.82440487818982 + --- Workload: 76003700000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 610 in the X datas point +-------------- + --- Configuration: 001111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10299849210.207561 + --- Energy: 33.008552866909774 + --- Workload: 339983000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 559 in the X datas point +-------------- + --- Configuration: 001101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13683428410.355072 + --- Energy: 37.45828346692664 + --- Workload: 512558000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 455 in the X datas point +-------------- + --- Configuration: 101111-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14337534230.862976 + --- Energy: 42.54593968589113 + --- Workload: 610004000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 541 in the X datas point +-------------- + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (40.3948990870666 mAh) it is NOT far from the median. +--- Median :40.3948990870666, the gap is : 10 +--- So No we don't romove this configuration '001101-1-1' + --- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 0, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 1, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '002202-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002202-3-0' +--- Neighbour 0 in the list of neghbours, And at position 560 in the X datas point +-------------- + --- Configuration: 002202-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12755215926.672813 + --- Energy: 62.95852732602467 + --- Workload: 803050000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 755 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5933274396.140998 + --- Energy: 12.801274922165252 + --- Workload: 75953500000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 509 in the X datas point +-------------- + --- Configuration: 000202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002202-3-0' +--- Neighbour 0 in the list of neghbours, And at position 755 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5933274396.140998 + --- Energy: 12.801274922165252 + --- Workload: 75953500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 509 in the X datas point +-------------- + --- Configuration: 000202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 560 in the X datas point +-------------- + --- Configuration: 002202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12755215926.672813 + --- Energy: 62.95852732602467 + --- Workload: 803050000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (54.087718626572986 mAh) it is NOT far from the median. +--- Median :54.087718626572986, the gap is : 10 +--- So No we don't romove this configuration '002202-3-0' + --- remove_aberrant_points: The value [1.0, 0, 0, 1, 1, 0, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '101101-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101101-3-0' +--- Neighbour 0 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 368 in the X datas point +-------------- + --- Configuration: 101101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12808082412.325474 + --- Energy: 45.0099417425521 + --- Workload: 576491000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 755 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5933274396.140998 + --- Energy: 12.801274922165252 + --- Workload: 75953500000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101101-3-0' +--- Neighbour 0 in the list of neghbours, And at position 755 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5933274396.140998 + --- Energy: 12.801274922165252 + --- Workload: 75953500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 368 in the X datas point +-------------- + --- Configuration: 101101-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12808082412.325474 + --- Energy: 45.0099417425521 + --- Workload: 576491000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (50.131704402498926 mAh) it is NOT far from the median. +--- Median :50.131704402498926, the gap is : 10 +--- So No we don't romove this configuration '101101-3-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 0, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 1, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '101110-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101110-2-2' +--- Neighbour 0 in the list of neghbours, And at position 562 in the X datas point +-------------- + --- Configuration: 101110-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14736981718.77418 + --- Energy: 73.08276501890562 + --- Workload: 1077020000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 266 in the X datas point +-------------- + --- Configuration: 101010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5883010454.109577 + --- Energy: 12.9248547023353 + --- Workload: 76037200000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101110-2-2' +--- Neighbour 0 in the list of neghbours, And at position 266 in the X datas point +-------------- + --- Configuration: 101010-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5883010454.109577 + --- Energy: 12.9248547023353 + --- Workload: 76037200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 104 in the X datas point +-------------- + --- Configuration: 111111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15847508930.071281 + --- Energy: 72.979973067832 + --- Workload: 1156550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 562 in the X datas point +-------------- + --- Configuration: 101110-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14736981718.77418 + --- Energy: 73.08276501890562 + --- Workload: 1077020000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (71.25193400283615 mAh) it is NOT far from the median. +--- Median :71.25193400283615, the gap is : 10 +--- So No we don't romove this configuration '101110-2-2' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1, 0, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 1, 0, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '020202-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020202-1-3' +--- Neighbour 0 in the list of neghbours, And at position 563 in the X datas point +-------------- + --- Configuration: 020202-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12798329050.159212 + --- Energy: 78.24767797732055 + --- Workload: 1001440000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 394 in the X datas point +-------------- + --- Configuration: 222202-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14354884321.164698 + --- Energy: 82.7028685460665 + --- Workload: 1187190000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 506 in the X datas point +-------------- + --- Configuration: 030303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13120776749.983599 + --- Energy: 76.53052030248016 + --- Workload: 1004140000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 576 in the X datas point +-------------- + --- Configuration: 020000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10711076216.805037 + --- Energy: 71.00913070664843 + --- Workload: 760584000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 606 in the X datas point +-------------- + --- Configuration: 020002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13321042451.498085 + --- Energy: 83.10239746504709 + --- Workload: 1107010000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020202-1-3' +--- Neighbour 0 in the list of neghbours, And at position 576 in the X datas point +-------------- + --- Configuration: 020000-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10711076216.805037 + --- Energy: 71.00913070664843 + --- Workload: 760584000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 506 in the X datas point +-------------- + --- Configuration: 030303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13120776749.983599 + --- Energy: 76.53052030248016 + --- Workload: 1004140000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 563 in the X datas point +-------------- + --- Configuration: 020202-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798329050.159212 + --- Energy: 78.24767797732055 + --- Workload: 1001440000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 394 in the X datas point +-------------- + --- Configuration: 222202-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14354884321.164698 + --- Energy: 82.7028685460665 + --- Workload: 1187190000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 606 in the X datas point +-------------- + --- Configuration: 020002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13321042451.498085 + --- Energy: 83.10239746504709 + --- Workload: 1107010000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (82.47916412519714 mAh) it is NOT far from the median. +--- Median :82.47916412519714, the gap is : 10 +--- So No we don't romove this configuration '020202-1-3' + --- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 0, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '030300-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030300-3-0' +--- Neighbour 0 in the list of neghbours, And at position 564 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11625825142.93952 + --- Energy: 47.58862500100224 + --- Workload: 553257000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 651 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11668883754.580038 + --- Energy: 47.396418468531486 + --- Workload: 553063000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 584 in the X datas point +-------------- + --- Configuration: 330300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12326960294.86089 + --- Energy: 42.494897108957154 + --- Workload: 523833000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030300-3-0' +--- Neighbour 0 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 584 in the X datas point +-------------- + --- Configuration: 330300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12326960294.86089 + --- Energy: 42.494897108957154 + --- Workload: 523833000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 651 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11668883754.580038 + --- Energy: 47.396418468531486 + --- Workload: 553063000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 564 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11625825142.93952 + --- Energy: 47.58862500100224 + --- Workload: 553257000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 564 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Energy efficiency: 11625825142.93952 + --- Energy: 47.58862500100224 + --- Workload: 553257000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (47.58862500100224 mAh) it is NOT far from the median. +--- Median :47.58862500100224, the gap is : 10 +--- So No we don't romove this configuration '030300-3-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 1, 0, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '020200-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020200-2-3' +--- Neighbour 0 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 520 in the X datas point +-------------- + --- Configuration: 030300-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13386827094.402565 + --- Energy: 73.31275563806082 + --- Workload: 981425000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 122 in the X datas point +-------------- + --- Configuration: 000300-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11063476697.552206 + --- Energy: 90.2662722413003 + --- Workload: 998659000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 436 in the X datas point +-------------- + --- Configuration: 030300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 511 in the X datas point +-------------- + --- Configuration: 220200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13871530210.112068 + --- Energy: 73.91177263939154 + --- Workload: 1025270000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 563 in the X datas point +-------------- + --- Configuration: 020202-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798329050.159212 + --- Energy: 78.24767797732055 + --- Workload: 1001440000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 576 in the X datas point +-------------- + --- Configuration: 020000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10711076216.805037 + --- Energy: 71.00913070664843 + --- Workload: 760584000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020200-2-3' +--- Neighbour 0 in the list of neghbours, And at position 576 in the X datas point +-------------- + --- Configuration: 020000-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10711076216.805037 + --- Energy: 71.00913070664843 + --- Workload: 760584000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 436 in the X datas point +-------------- + --- Configuration: 030300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 520 in the X datas point +-------------- + --- Configuration: 030300-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13386827094.402565 + --- Energy: 73.31275563806082 + --- Workload: 981425000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 511 in the X datas point +-------------- + --- Configuration: 220200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13871530210.112068 + --- Energy: 73.91177263939154 + --- Workload: 1025270000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 563 in the X datas point +-------------- + --- Configuration: 020202-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798329050.159212 + --- Energy: 78.24767797732055 + --- Workload: 1001440000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 122 in the X datas point +-------------- + --- Configuration: 000300-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11063476697.552206 + --- Energy: 90.2662722413003 + --- Workload: 998659000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 511 in the X datas point +-------------- + --- Configuration: 220200-2-2 + --- Energy efficiency: 13871530210.112068 + --- Energy: 73.91177263939154 + --- Workload: 1025270000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (73.91177263939154 mAh) it is NOT far from the median. +--- Median :73.91177263939154, the gap is : 10 +--- So No we don't romove this configuration '020200-2-3' + --- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 0, 0, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '222220-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222220-2-0' +--- Neighbour 0 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 566 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13883393379.009699 + --- Energy: 44.42888788986695 + --- Workload: 616824000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 601 in the X datas point +-------------- + --- Configuration: 333330-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13692590391.635471 + --- Energy: 45.36592371702859 + --- Workload: 621177000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222220-2-0' +--- Neighbour 0 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 566 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13883393379.009699 + --- Energy: 44.42888788986695 + --- Workload: 616824000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 601 in the X datas point +-------------- + --- Configuration: 333330-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13692590391.635471 + --- Energy: 45.36592371702859 + --- Workload: 621177000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (44.8724765340684 mAh) it is NOT far from the median. +--- Median :44.8724765340684, the gap is : 10 +--- So No we don't romove this configuration '222220-2-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 0, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '101001-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101001-3-0' +--- Neighbour 0 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101001-3-0' +--- Neighbour 0 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (54.89700632647969 mAh) it is NOT far from the median. +--- Median :54.89700632647969, the gap is : 10 +--- So No we don't romove this configuration '101001-3-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 0, 0, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 0, 1, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '002022-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002022-3-1' +--- Neighbour 0 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 544 in the X datas point +-------------- + --- Configuration: 202022-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 676 in the X datas point +-------------- + --- Configuration: 002022-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14639037922.427738 + --- Energy: 63.03819652563211 + --- Workload: 922819000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 384 in the X datas point +-------------- + --- Configuration: 222022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14768125659.027607 + --- Energy: 80.9276948124698 + --- Workload: 1195150000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002022-3-1' +--- Neighbour 0 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 676 in the X datas point +-------------- + --- Configuration: 002022-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14639037922.427738 + --- Energy: 63.03819652563211 + --- Workload: 922819000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 544 in the X datas point +-------------- + --- Configuration: 202022-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 384 in the X datas point +-------------- + --- Configuration: 222022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14768125659.027607 + --- Energy: 80.9276948124698 + --- Workload: 1195150000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.26763933992237 mAh) it is NOT far from the median. +--- Median :75.26763933992237, the gap is : 10 +--- So No we don't romove this configuration '002022-3-1' + --- remove_aberrant_points: The value [1.0, 0, 0, 1, 0, 1, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 0, 1, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '002020-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002020-3-0' +--- Neighbour 0 in the list of neghbours, And at position 569 in the X datas point +-------------- + --- Configuration: 002020-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10921513634.417622 + --- Energy: 52.90383875415112 + --- Workload: 577790000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 244 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 466 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11749390206.648275 + --- Energy: 56.72728338180733 + --- Workload: 666511000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 596 in the X datas point +-------------- + --- Configuration: 001000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10540573301.781883 + --- Energy: 49.31922940865544 + --- Workload: 519853000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 654 in the X datas point +-------------- + --- Configuration: 033030-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12133492686.537285 + --- Energy: 49.23349758478151 + --- Workload: 597374000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 657 in the X datas point +-------------- + --- Configuration: 202022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14577046981.822424 + --- Energy: 55.92467118019403 + --- Workload: 815217000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 739 in the X datas point +-------------- + --- Configuration: 002220-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5804639067.542781 + --- Energy: 13.05030508081098 + --- Workload: 75752500000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002020-3-0' +--- Neighbour 0 in the list of neghbours, And at position 739 in the X datas point +-------------- + --- Configuration: 002220-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5804639067.542781 + --- Energy: 13.05030508081098 + --- Workload: 75752500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 654 in the X datas point +-------------- + --- Configuration: 033030-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12133492686.537285 + --- Energy: 49.23349758478151 + --- Workload: 597374000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 596 in the X datas point +-------------- + --- Configuration: 001000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10540573301.781883 + --- Energy: 49.31922940865544 + --- Workload: 519853000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 569 in the X datas point +-------------- + --- Configuration: 002020-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10921513634.417622 + --- Energy: 52.90383875415112 + --- Workload: 577790000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 244 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 657 in the X datas point +-------------- + --- Configuration: 202022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14577046981.822424 + --- Energy: 55.92467118019403 + --- Workload: 815217000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 466 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11749390206.648275 + --- Energy: 56.72728338180733 + --- Workload: 666511000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 569 in the X datas point +-------------- + --- Configuration: 002020-3-0 + --- Energy efficiency: 10921513634.417622 + --- Energy: 52.90383875415112 + --- Workload: 577790000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (52.90383875415112 mAh) it is NOT far from the median. +--- Median :52.90383875415112, the gap is : 10 +--- So No we don't romove this configuration '002020-3-0' + --- remove_aberrant_points: The value [1.0, 0, 0, 1, 0, 1, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 0, 0, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '202000-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 705 in the X datas point +-------------- + --- Configuration: 202020-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11739583174.359812 + --- Energy: 83.50940706004823 + --- Workload: 980366000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 571 in the X datas point +-------------- + --- Configuration: 220000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13209690629.045467 + --- Energy: 73.69017863100204 + --- Workload: 973425000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 637 in the X datas point +-------------- + --- Configuration: 202200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767808660.50236 + --- Energy: 75.38525435820448 + --- Workload: 1037890000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 646 in the X datas point +-------------- + --- Configuration: 202020-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13150575403.426777 + --- Energy: 78.5836408674881 + --- Workload: 1033420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 658 in the X datas point +-------------- + --- Configuration: 003000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12284333175.684391 + --- Energy: 71.49261933404156 + --- Workload: 878239000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 713 in the X datas point +-------------- + --- Configuration: 202002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714024713.521238 + --- Energy: 97.24138614826803 + --- Workload: 1236330000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 658 in the X datas point +-------------- + --- Configuration: 003000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12284333175.684391 + --- Energy: 71.49261933404156 + --- Workload: 878239000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 571 in the X datas point +-------------- + --- Configuration: 220000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13209690629.045467 + --- Energy: 73.69017863100204 + --- Workload: 973425000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 637 in the X datas point +-------------- + --- Configuration: 202200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767808660.50236 + --- Energy: 75.38525435820448 + --- Workload: 1037890000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 646 in the X datas point +-------------- + --- Configuration: 202020-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13150575403.426777 + --- Energy: 78.5836408674881 + --- Workload: 1033420000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 705 in the X datas point +-------------- + --- Configuration: 202020-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11739583174.359812 + --- Energy: 83.50940706004823 + --- Workload: 980366000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 713 in the X datas point +-------------- + --- Configuration: 202002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714024713.521238 + --- Energy: 97.24138614826803 + --- Workload: 1236330000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (76.35579765249746 mAh) it is NOT far from the median. +--- Median :76.35579765249746, the gap is : 10 +--- So No we don't romove this configuration '202000-3-3' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 0, 0, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '220000-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 571 in the X datas point +-------------- + --- Configuration: 220000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13209690629.045467 + --- Energy: 73.69017863100204 + --- Workload: 973425000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 452 in the X datas point +-------------- + --- Configuration: 020000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11844664334.057436 + --- Energy: 85.8782938267127 + --- Workload: 1017200000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 776 in the X datas point +-------------- + --- Configuration: 110010-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5868544600.938967 + --- Energy: 12.939562727214717 + --- Workload: 75936400000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 776 in the X datas point +-------------- + --- Configuration: 110010-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5868544600.938967 + --- Energy: 12.939562727214717 + --- Workload: 75936400000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 571 in the X datas point +-------------- + --- Configuration: 220000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13209690629.045467 + --- Energy: 73.69017863100204 + --- Workload: 973425000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 452 in the X datas point +-------------- + --- Configuration: 020000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11844664334.057436 + --- Energy: 85.8782938267127 + --- Workload: 1017200000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (80.04278396859557 mAh) it is NOT far from the median. +--- Median :80.04278396859557, the gap is : 10 +--- So No we don't romove this configuration '220000-3-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 0, 0, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '003333-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003333-1-0' +--- Neighbour 0 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 748 in the X datas point +-------------- + --- Configuration: 003303-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10743134868.240822 + --- Energy: 23.48970283086431 + --- Workload: 252353000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003333-1-0' +--- Neighbour 0 in the list of neghbours, And at position 748 in the X datas point +-------------- + --- Configuration: 003303-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10743134868.240822 + --- Energy: 23.48970283086431 + --- Workload: 252353000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (59.6329403677947 mAh) it is NOT far from the median. +--- Median :59.6329403677947, the gap is : 10 +--- So No we don't romove this configuration '003333-1-0' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 0, 1, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '000111-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000111-0-0' +--- Neighbour 0 in the list of neghbours, And at position 573 in the X datas point +-------------- + --- Configuration: 000111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 4718027109.783772 + --- Energy: 25.382226466175275 + --- Workload: 119754000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 681 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6257234927.885367 + --- Energy: 26.08548752567013 + --- Workload: 163223000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 767 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5911528070.891045 + --- Energy: 12.756494833976223 + --- Workload: 75410500000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 359 in the X datas point +-------------- + --- Configuration: 100011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 4992984856.276931 + --- Energy: 24.1374403681183 + --- Workload: 120518000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 610 in the X datas point +-------------- + --- Configuration: 001111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10299849210.207561 + --- Energy: 33.008552866909774 + --- Workload: 339983000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 616 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10481279386.887081 + --- Energy: 32.55567293709175 + --- Workload: 341225000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 675 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7533921481.470321 + --- Energy: 27.536240775049926 + --- Workload: 207456000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000111-0-0' +--- Neighbour 0 in the list of neghbours, And at position 767 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5911528070.891045 + --- Energy: 12.756494833976223 + --- Workload: 75410500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 359 in the X datas point +-------------- + --- Configuration: 100011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 4992984856.276931 + --- Energy: 24.1374403681183 + --- Workload: 120518000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 573 in the X datas point +-------------- + --- Configuration: 000111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 4718027109.783772 + --- Energy: 25.382226466175275 + --- Workload: 119754000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 681 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6257234927.885367 + --- Energy: 26.08548752567013 + --- Workload: 163223000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 675 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7533921481.470321 + --- Energy: 27.536240775049926 + --- Workload: 207456000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 616 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10481279386.887081 + --- Energy: 32.55567293709175 + --- Workload: 341225000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 610 in the X datas point +-------------- + --- Configuration: 001111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10299849210.207561 + --- Energy: 33.008552866909774 + --- Workload: 339983000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (26.7121133566337 mAh) it is NOT far from the median. +--- Median :26.7121133566337, the gap is : 10 +--- So No we don't romove this configuration '000111-0-0' + --- remove_aberrant_points: The value [0.0, 0, 0, 0, 1, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '333033-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333033-2-0' +--- Neighbour 0 in the list of neghbours, And at position 574 in the X datas point +-------------- + --- Configuration: 333033-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14444312840.70523 + --- Energy: 70.98779227993477 + --- Workload: 1025370000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 360 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 478 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15859321474.790024 + --- Energy: 57.21047710637256 + --- Workload: 907319000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333033-2-0' +--- Neighbour 0 in the list of neghbours, And at position 478 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15859321474.790024 + --- Energy: 57.21047710637256 + --- Workload: 907319000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 574 in the X datas point +-------------- + --- Configuration: 333033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14444312840.70523 + --- Energy: 70.98779227993477 + --- Workload: 1025370000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 360 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 360 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.0574196537613 mAh) it is NOT far from the median. +--- Median :75.0574196537613, the gap is : 10 +--- So No we don't romove this configuration '333033-2-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '020200-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020200-2-0' +--- Neighbour 0 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 689 in the X datas point +-------------- + --- Configuration: 022200-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12524265764.919533 + --- Energy: 42.174782341496964 + --- Workload: 528208000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 743 in the X datas point +-------------- + --- Configuration: 020220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5955429565.134533 + --- Energy: 12.724500572380222 + --- Workload: 75779900000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 425 in the X datas point +-------------- + --- Configuration: 010100-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10448185359.16682 + --- Energy: 57.70074631354511 + --- Workload: 602868000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020200-2-0' +--- Neighbour 0 in the list of neghbours, And at position 743 in the X datas point +-------------- + --- Configuration: 020220-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5955429565.134533 + --- Energy: 12.724500572380222 + --- Workload: 75779900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 689 in the X datas point +-------------- + --- Configuration: 022200-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12524265764.919533 + --- Energy: 42.174782341496964 + --- Workload: 528208000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 425 in the X datas point +-------------- + --- Configuration: 010100-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10448185359.16682 + --- Energy: 57.70074631354511 + --- Workload: 602868000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (40.672301388671954 mAh) is far from the median. +--- Median :51.82043413295036, the gap is : 10 +--- So yes we remove this configuration '020200-2-0' +--- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 0, 0, 0, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '020000-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020000-1-3' +--- Neighbour 0 in the list of neghbours, And at position 576 in the X datas point +-------------- + --- Configuration: 020000-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10711076216.805037 + --- Energy: 71.00913070664843 + --- Workload: 760584000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 563 in the X datas point +-------------- + --- Configuration: 020202-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798329050.159212 + --- Energy: 78.24767797732055 + --- Workload: 1001440000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 579 in the X datas point +-------------- + --- Configuration: 200000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11184606402.516088 + --- Energy: 64.33997409241996 + --- Workload: 719617000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 606 in the X datas point +-------------- + --- Configuration: 020002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13321042451.498085 + --- Energy: 83.10239746504709 + --- Workload: 1107010000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 55 in the X datas point +-------------- + --- Configuration: 011010-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 220020-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 216 in the X datas point +-------------- + --- Configuration: 110100-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020000-1-3' +--- Neighbour 0 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 220020-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 579 in the X datas point +-------------- + --- Configuration: 200000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11184606402.516088 + --- Energy: 64.33997409241996 + --- Workload: 719617000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 55 in the X datas point +-------------- + --- Configuration: 011010-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 576 in the X datas point +-------------- + --- Configuration: 020000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10711076216.805037 + --- Energy: 71.00913070664843 + --- Workload: 760584000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 216 in the X datas point +-------------- + --- Configuration: 110100-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 563 in the X datas point +-------------- + --- Configuration: 020202-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12798329050.159212 + --- Energy: 78.24767797732055 + --- Workload: 1001440000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 606 in the X datas point +-------------- + --- Configuration: 020002-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13321042451.498085 + --- Energy: 83.10239746504709 + --- Workload: 1107010000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 576 in the X datas point +-------------- + --- Configuration: 020000-1-3 + --- Energy efficiency: 10711076216.805037 + --- Energy: 71.00913070664843 + --- Workload: 760584000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (71.00913070664843 mAh) it is NOT far from the median. +--- Median :71.00913070664843, the gap is : 10 +--- So No we don't romove this configuration '020000-1-3' + --- remove_aberrant_points: The value [1.0, 0, 1, 0, 0, 0, 0, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 0, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '330303-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330303-2-0' +--- Neighbour 0 in the list of neghbours, And at position 577 in the X datas point +-------------- + --- Configuration: 330303-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14185463588.042788 + --- Energy: 62.03120341832688 + --- Workload: 879941000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 584 in the X datas point +-------------- + --- Configuration: 330300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12326960294.86089 + --- Energy: 42.494897108957154 + --- Workload: 523833000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 188 in the X datas point +-------------- + --- Configuration: 330303-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14509155276.979774 + --- Energy: 74.9403190398345 + --- Workload: 1087320000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330303-2-0' +--- Neighbour 0 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 584 in the X datas point +-------------- + --- Configuration: 330300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12326960294.86089 + --- Energy: 42.494897108957154 + --- Workload: 523833000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 577 in the X datas point +-------------- + --- Configuration: 330303-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14185463588.042788 + --- Energy: 62.03120341832688 + --- Workload: 879941000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 188 in the X datas point +-------------- + --- Configuration: 330303-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14509155276.979774 + --- Energy: 74.9403190398345 + --- Workload: 1087320000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (66.12237864852598 mAh) it is NOT far from the median. +--- Median :66.12237864852598, the gap is : 10 +--- So No we don't romove this configuration '330303-2-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 0, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 0, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '110101-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110101-3-3' +--- Neighbour 0 in the list of neghbours, And at position 578 in the X datas point +-------------- + --- Configuration: 110101-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13268811525.820444 + --- Energy: 75.57724470504559 + --- Workload: 1002820000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 263 in the X datas point +-------------- + --- Configuration: 110111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5358769626.493757 + --- Energy: 14.0838858431668 + --- Workload: 75472200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 202 in the X datas point +-------------- + --- Configuration: 111101-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12740395334.46723 + --- Energy: 93.4131245697236 + --- Workload: 1190120000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 326 in the X datas point +-------------- + --- Configuration: 220222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14253216951.065857 + --- Energy: 99.56004804973213 + --- Workload: 1419050000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 484 in the X datas point +-------------- + --- Configuration: 111101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14396443502.597118 + --- Energy: 78.98892594686254 + --- Workload: 1137160000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 580 in the X datas point +-------------- + --- Configuration: 110001-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13484430876.110443 + --- Energy: 76.98065980311152 + --- Workload: 1038040000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 612 in the X datas point +-------------- + --- Configuration: 100100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11460109650.329136 + --- Energy: 77.70891264945926 + --- Workload: 890553000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110101-3-3' +--- Neighbour 0 in the list of neghbours, And at position 263 in the X datas point +-------------- + --- Configuration: 110111-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5358769626.493757 + --- Energy: 14.0838858431668 + --- Workload: 75472200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 578 in the X datas point +-------------- + --- Configuration: 110101-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13268811525.820444 + --- Energy: 75.57724470504559 + --- Workload: 1002820000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 580 in the X datas point +-------------- + --- Configuration: 110001-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13484430876.110443 + --- Energy: 76.98065980311152 + --- Workload: 1038040000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 612 in the X datas point +-------------- + --- Configuration: 100100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11460109650.329136 + --- Energy: 77.70891264945926 + --- Workload: 890553000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 484 in the X datas point +-------------- + --- Configuration: 111101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14396443502.597118 + --- Energy: 78.98892594686254 + --- Workload: 1137160000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 202 in the X datas point +-------------- + --- Configuration: 111101-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12740395334.46723 + --- Energy: 93.4131245697236 + --- Workload: 1190120000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 326 in the X datas point +-------------- + --- Configuration: 220222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14253216951.065857 + --- Energy: 99.56004804973213 + --- Workload: 1419050000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 484 in the X datas point +-------------- + --- Configuration: 111101-3-2 + --- Energy efficiency: 14396443502.597118 + --- Energy: 78.98892594686254 + --- Workload: 1137160000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (78.98892594686254 mAh) it is NOT far from the median. +--- Median :78.98892594686254, the gap is : 10 +--- So No we don't romove this configuration '110101-3-3' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 0, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 0, 0, 0, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '200000-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200000-1-3' +--- Neighbour 0 in the list of neghbours, And at position 579 in the X datas point +-------------- + --- Configuration: 200000-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11184606402.516088 + --- Energy: 64.33997409241996 + --- Workload: 719617000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 413 in the X datas point +-------------- + --- Configuration: 303000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10778103635.777699 + --- Energy: 74.4831318809973 + --- Workload: 802787000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 576 in the X datas point +-------------- + --- Configuration: 020000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10711076216.805037 + --- Energy: 71.00913070664843 + --- Workload: 760584000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 725 in the X datas point +-------------- + --- Configuration: 300000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11702585803.359112 + --- Energy: 59.58014174819067 + --- Workload: 697242000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 79 in the X datas point +-------------- + --- Configuration: 100101-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 220020-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200000-1-3' +--- Neighbour 0 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 725 in the X datas point +-------------- + --- Configuration: 300000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11702585803.359112 + --- Energy: 59.58014174819067 + --- Workload: 697242000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 220020-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 579 in the X datas point +-------------- + --- Configuration: 200000-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11184606402.516088 + --- Energy: 64.33997409241996 + --- Workload: 719617000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 79 in the X datas point +-------------- + --- Configuration: 100101-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 576 in the X datas point +-------------- + --- Configuration: 020000-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10711076216.805037 + --- Energy: 71.00913070664843 + --- Workload: 760584000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 413 in the X datas point +-------------- + --- Configuration: 303000-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10778103635.777699 + --- Energy: 74.4831318809973 + --- Workload: 802787000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (62.38781956977318 mAh) it is NOT far from the median. +--- Median :62.38781956977318, the gap is : 10 +--- So No we don't romove this configuration '200000-1-3' + --- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 0, 0, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 0, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '110001-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110001-2-3' +--- Neighbour 0 in the list of neghbours, And at position 580 in the X datas point +-------------- + --- Configuration: 110001-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13484430876.110443 + --- Energy: 76.98065980311152 + --- Workload: 1038040000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 757 in the X datas point +-------------- + --- Configuration: 110011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5863314414.372156 + --- Energy: 12.909260168513825 + --- Workload: 75691200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 202 in the X datas point +-------------- + --- Configuration: 111101-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12740395334.46723 + --- Energy: 93.4131245697236 + --- Workload: 1190120000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 268 in the X datas point +-------------- + --- Configuration: 222002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 486 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 546 in the X datas point +-------------- + --- Configuration: 110011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14409055803.391315 + --- Energy: 74.74536356458539 + --- Workload: 1077010000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 578 in the X datas point +-------------- + --- Configuration: 110101-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13268811525.820444 + --- Energy: 75.57724470504559 + --- Workload: 1002820000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110001-2-3' +--- Neighbour 0 in the list of neghbours, And at position 757 in the X datas point +-------------- + --- Configuration: 110011-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5863314414.372156 + --- Energy: 12.909260168513825 + --- Workload: 75691200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 268 in the X datas point +-------------- + --- Configuration: 222002-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 546 in the X datas point +-------------- + --- Configuration: 110011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14409055803.391315 + --- Energy: 74.74536356458539 + --- Workload: 1077010000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 578 in the X datas point +-------------- + --- Configuration: 110101-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13268811525.820444 + --- Energy: 75.57724470504559 + --- Workload: 1002820000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 580 in the X datas point +-------------- + --- Configuration: 110001-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13484430876.110443 + --- Energy: 76.98065980311152 + --- Workload: 1038040000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 486 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 202 in the X datas point +-------------- + --- Configuration: 111101-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12740395334.46723 + --- Energy: 93.4131245697236 + --- Workload: 1190120000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (74.8645087621987 mAh) it is NOT far from the median. +--- Median :74.8645087621987, the gap is : 10 +--- So No we don't romove this configuration '110001-2-3' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 0, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '220202-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220202-1-1' +--- Neighbour 0 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 581 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15557640279.352987 + --- Energy: 50.470000516399516 + --- Workload: 785194000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 241 in the X datas point +-------------- + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220202-1-1' +--- Neighbour 0 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 241 in the X datas point +-------------- + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 581 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15557640279.352987 + --- Energy: 50.470000516399516 + --- Workload: 785194000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (48.32825169162293 mAh) it is NOT far from the median. +--- Median :48.32825169162293, the gap is : 10 +--- So No we don't romove this configuration '220202-1-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 0, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '003033-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003033-1-1' +--- Neighbour 0 in the list of neghbours, And at position 459 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13313575986.569265 + --- Energy: 58.999551683518746 + --- Workload: 785495000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 582 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13451237917.42554 + --- Energy: 58.6370944765814 + --- Workload: 788742000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 364 in the X datas point +-------------- + --- Configuration: 000033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 431 in the X datas point +-------------- + --- Configuration: 003030-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11942166476.189112 + --- Energy: 38.31727344984162 + --- Workload: 457591000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 194 in the X datas point +-------------- + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003033-1-1' +--- Neighbour 0 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 431 in the X datas point +-------------- + --- Configuration: 003030-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11942166476.189112 + --- Energy: 38.31727344984162 + --- Workload: 457591000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 364 in the X datas point +-------------- + --- Configuration: 000033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 582 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13451237917.42554 + --- Energy: 58.6370944765814 + --- Workload: 788742000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 459 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13313575986.569265 + --- Energy: 58.999551683518746 + --- Workload: 785495000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 194 in the X datas point +-------------- + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 582 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Energy efficiency: 13451237917.42554 + --- Energy: 58.6370944765814 + --- Workload: 788742000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (58.6370944765814 mAh) it is NOT far from the median. +--- Median :58.6370944765814, the gap is : 10 +--- So No we don't romove this configuration '003033-1-1' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 0, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '202222-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202222-2-0' +--- Neighbour 0 in the list of neghbours, And at position 583 in the X datas point +-------------- + --- Configuration: 202222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15282668231.611895 + --- Energy: 59.2169275668937 + --- Workload: 904992000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202222-2-0' +--- Neighbour 0 in the list of neghbours, And at position 395 in the X datas point +-------------- + --- Configuration: 222222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 49900697611.75261 + --- Energy: 20.2730896056071 + --- Workload: 1011640000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 583 in the X datas point +-------------- + --- Configuration: 202222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15282668231.611895 + --- Energy: 59.2169275668937 + --- Workload: 904992000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (59.2169275668937 mAh) is far from the median. +--- Median :48.4114598927455, the gap is : 10 +--- So yes we remove this configuration '202222-2-0' +--- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 1, 2.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 0, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '330300-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330300-2-0' +--- Neighbour 0 in the list of neghbours, And at position 584 in the X datas point +-------------- + --- Configuration: 330300-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12326960294.86089 + --- Energy: 42.494897108957154 + --- Workload: 523833000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 577 in the X datas point +-------------- + --- Configuration: 330303-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14185463588.042788 + --- Energy: 62.03120341832688 + --- Workload: 879941000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330300-2-0' +--- Neighbour 0 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 584 in the X datas point +-------------- + --- Configuration: 330300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12326960294.86089 + --- Energy: 42.494897108957154 + --- Workload: 523833000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 577 in the X datas point +-------------- + --- Configuration: 330303-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14185463588.042788 + --- Energy: 62.03120341832688 + --- Workload: 879941000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (47.10283999999999 mAh) it is NOT far from the median. +--- Median :47.10283999999999, the gap is : 10 +--- So No we don't romove this configuration '330300-2-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 0, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 0, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '010011-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010011-1-0' +--- Neighbour 0 in the list of neghbours, And at position 585 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9783204195.037958 + --- Energy: 30.276377856940353 + --- Workload: 296200000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 696 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9422317701.708267 + --- Energy: 31.27446828861957 + --- Workload: 294678000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 630 in the X datas point +-------------- + --- Configuration: 020022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12661321056.916437 + --- Energy: 36.88800733705025 + --- Workload: 467051000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 634 in the X datas point +-------------- + --- Configuration: 010010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8677467220.867573 + --- Energy: 29.01647467870326 + --- Workload: 251789000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 433 in the X datas point +-------------- + --- Configuration: 010111-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13352311418.629679 + --- Energy: 42.04621333129826 + --- Workload: 561414000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010011-1-0' +--- Neighbour 0 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 634 in the X datas point +-------------- + --- Configuration: 010010-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8677467220.867573 + --- Energy: 29.01647467870326 + --- Workload: 251789000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 585 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9783204195.037958 + --- Energy: 30.276377856940353 + --- Workload: 296200000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 696 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9422317701.708267 + --- Energy: 31.27446828861957 + --- Workload: 294678000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 630 in the X datas point +-------------- + --- Configuration: 020022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12661321056.916437 + --- Energy: 36.88800733705025 + --- Workload: 467051000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 433 in the X datas point +-------------- + --- Configuration: 010111-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13352311418.629679 + --- Energy: 42.04621333129826 + --- Workload: 561414000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 696 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Energy efficiency: 9422317701.708267 + --- Energy: 31.27446828861957 + --- Workload: 294678000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (31.27446828861957 mAh) it is NOT far from the median. +--- Median :31.27446828861957, the gap is : 10 +--- So No we don't romove this configuration '010011-1-0' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 0, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 0, 0, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '030000-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 735 in the X datas point +-------------- + --- Configuration: 030000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11179904791.930792 + --- Energy: 92.80579213921902 + --- Workload: 1037560000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 030330-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 452 in the X datas point +-------------- + --- Configuration: 020000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11844664334.057436 + --- Energy: 85.8782938267127 + --- Workload: 1017200000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 520 in the X datas point +-------------- + --- Configuration: 030300-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13386827094.402565 + --- Energy: 73.31275563806082 + --- Workload: 981425000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 571 in the X datas point +-------------- + --- Configuration: 220000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13209690629.045467 + --- Energy: 73.69017863100204 + --- Workload: 973425000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 658 in the X datas point +-------------- + --- Configuration: 003000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12284333175.684391 + --- Energy: 71.49261933404156 + --- Workload: 878239000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 692 in the X datas point +-------------- + --- Configuration: 033030-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11937034530.259785 + --- Energy: 76.02625566802186 + --- Workload: 907528000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 658 in the X datas point +-------------- + --- Configuration: 003000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12284333175.684391 + --- Energy: 71.49261933404156 + --- Workload: 878239000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 520 in the X datas point +-------------- + --- Configuration: 030300-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13386827094.402565 + --- Energy: 73.31275563806082 + --- Workload: 981425000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 571 in the X datas point +-------------- + --- Configuration: 220000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13209690629.045467 + --- Energy: 73.69017863100204 + --- Workload: 973425000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 030330-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 692 in the X datas point +-------------- + --- Configuration: 033030-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11937034530.259785 + --- Energy: 76.02625566802186 + --- Workload: 907528000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 452 in the X datas point +-------------- + --- Configuration: 020000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11844664334.057436 + --- Energy: 85.8782938267127 + --- Workload: 1017200000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 735 in the X datas point +-------------- + --- Configuration: 030000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11179904791.930792 + --- Energy: 92.80579213921902 + --- Workload: 1037560000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 692 in the X datas point +-------------- + --- Configuration: 033030-3-3 + --- Energy efficiency: 11937034530.259785 + --- Energy: 76.02625566802186 + --- Workload: 907528000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (76.02625566802186 mAh) it is NOT far from the median. +--- Median :76.02625566802186, the gap is : 10 +--- So No we don't romove this configuration '030000-3-3' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 0, 0, 0, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 0, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '222002-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222002-0-0' +--- Neighbour 0 in the list of neghbours, And at position 587 in the X datas point +-------------- + --- Configuration: 222002-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11068387136.763205 + --- Energy: 35.22248964071155 + --- Workload: 389856000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 388 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 700 in the X datas point +-------------- + --- Configuration: 220002-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8919094890.250538 + --- Energy: 32.30311403168223 + --- Workload: 288115000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222002-0-0' +--- Neighbour 0 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 700 in the X datas point +-------------- + --- Configuration: 220002-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8919094890.250538 + --- Energy: 32.30311403168223 + --- Workload: 288115000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 587 in the X datas point +-------------- + --- Configuration: 222002-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11068387136.763205 + --- Energy: 35.22248964071155 + --- Workload: 389856000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 388 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 587 in the X datas point +-------------- + --- Configuration: 222002-0-0 + --- Energy efficiency: 11068387136.763205 + --- Energy: 35.22248964071155 + --- Workload: 389856000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (35.22248964071155 mAh) it is NOT far from the median. +--- Median :35.22248964071155, the gap is : 10 +--- So No we don't romove this configuration '222002-0-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 0, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '330033-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330033-1-1' +--- Neighbour 0 in the list of neghbours, And at position 588 in the X datas point +-------------- + --- Configuration: 330033-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14150676402.332033 + --- Energy: 65.34824041069513 + --- Workload: 924722000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 194 in the X datas point +-------------- + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 223 in the X datas point +-------------- + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330033-1-1' +--- Neighbour 0 in the list of neghbours, And at position 102 in the X datas point +-------------- + --- Configuration: 330030-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9938974695.370426 + --- Energy: 34.2448289317877 + --- Workload: 340358000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 588 in the X datas point +-------------- + --- Configuration: 330033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14150676402.332033 + --- Energy: 65.34824041069513 + --- Workload: 924722000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 194 in the X datas point +-------------- + --- Configuration: 333033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14726651262.589447 + --- Energy: 72.6506326213233 + --- Workload: 1069900000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 223 in the X datas point +-------------- + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (65.8461101285994 mAh) it is NOT far from the median. +--- Median :65.8461101285994, the gap is : 10 +--- So No we don't romove this configuration '330033-1-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 1, 0, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '330330-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330330-1-3' +--- Neighbour 0 in the list of neghbours, And at position 589 in the X datas point +-------------- + --- Configuration: 330330-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12070676223.42339 + --- Energy: 73.18295677224415 + --- Workload: 883368000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 245 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 340 in the X datas point +-------------- + --- Configuration: 330333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12362391133.693079 + --- Energy: 92.82346734847745 + --- Workload: 1147520000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330330-1-3' +--- Neighbour 0 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 245 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 589 in the X datas point +-------------- + --- Configuration: 330330-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12070676223.42339 + --- Energy: 73.18295677224415 + --- Workload: 883368000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 340 in the X datas point +-------------- + --- Configuration: 330333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12362391133.693079 + --- Energy: 92.82346734847745 + --- Workload: 1147520000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 589 in the X datas point +-------------- + --- Configuration: 330330-1-3 + --- Energy efficiency: 12070676223.42339 + --- Energy: 73.18295677224415 + --- Workload: 883368000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (73.18295677224415 mAh) it is NOT far from the median. +--- Median :73.18295677224415, the gap is : 10 +--- So No we don't romove this configuration '330330-1-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 1, 0, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 0, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '303033-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303033-0-0' +--- Neighbour 0 in the list of neghbours, And at position 590 in the X datas point +-------------- + --- Configuration: 303033-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10435766293.101019 + --- Energy: 50.121642670795254 + --- Workload: 523058000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 456 in the X datas point +-------------- + --- Configuration: 300033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8819508753.362438 + --- Energy: 43.98581744362714 + --- Workload: 387933000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 377 in the X datas point +-------------- + --- Configuration: 300333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10542740269.050732 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 388 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 434 in the X datas point +-------------- + --- Configuration: 303330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5989960825.6562 + --- Energy: 27.414270971275005 + --- Workload: 164210000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303033-0-0' +--- Neighbour 0 in the list of neghbours, And at position 434 in the X datas point +-------------- + --- Configuration: 303330-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5989960825.6562 + --- Energy: 27.414270971275005 + --- Workload: 164210000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 388 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 456 in the X datas point +-------------- + --- Configuration: 300033-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8819508753.362438 + --- Energy: 43.98581744362714 + --- Workload: 387933000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 377 in the X datas point +-------------- + --- Configuration: 300333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10542740269.050732 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 590 in the X datas point +-------------- + --- Configuration: 303033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10435766293.101019 + --- Energy: 50.121642670795254 + --- Workload: 523058000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 377 in the X datas point +-------------- + --- Configuration: 300333-0-0 + --- Energy efficiency: 10542740269.050732 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (49.5215662037853 mAh) it is NOT far from the median. +--- Median :49.5215662037853, the gap is : 10 +--- So No we don't romove this configuration '303033-0-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '003333-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003333-2-0' +--- Neighbour 0 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 380 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12831600639.526976 + --- Energy: 62.2597560074204 + --- Workload: 798892000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 538 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12729464509.616474 + --- Energy: 62.669563544461724 + --- Workload: 797750000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003333-2-0' +--- Neighbour 0 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 380 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12831600639.526976 + --- Energy: 62.2597560074204 + --- Workload: 798892000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 538 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12729464509.616474 + --- Energy: 62.669563544461724 + --- Workload: 797750000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (70.52682283226056 mAh) is far from the median. +--- Median :59.6329403677947, the gap is : 10 +--- So yes we remove this configuration '003333-2-0' +--- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 1, 1, 2.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '020222-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020222-2-2' +--- Neighbour 0 in the list of neghbours, And at position 592 in the X datas point +-------------- + --- Configuration: 020222-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14904373539.371391 + --- Energy: 87.53002178089183 + --- Workload: 1304580000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 665 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14846663657.742832 + --- Energy: 77.43016666098337 + --- Workload: 1149580000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 687 in the X datas point +-------------- + --- Configuration: 000222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14429639634.179775 + --- Energy: 82.81499880951421 + --- Workload: 1194990000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 271 in the X datas point +-------------- + --- Configuration: 010111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5520012806.429711 + --- Energy: 13.6504873016518 + --- Workload: 75350800000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020222-2-2' +--- Neighbour 0 in the list of neghbours, And at position 271 in the X datas point +-------------- + --- Configuration: 010111-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5520012806.429711 + --- Energy: 13.6504873016518 + --- Workload: 75350800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 665 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14846663657.742832 + --- Energy: 77.43016666098337 + --- Workload: 1149580000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 687 in the X datas point +-------------- + --- Configuration: 000222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14429639634.179775 + --- Energy: 82.81499880951421 + --- Workload: 1194990000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 592 in the X datas point +-------------- + --- Configuration: 020222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14904373539.371391 + --- Energy: 87.53002178089183 + --- Workload: 1304580000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 687 in the X datas point +-------------- + --- Configuration: 000222-2-2 + --- Energy efficiency: 14429639634.179775 + --- Energy: 82.81499880951421 + --- Workload: 1194990000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (82.81499880951421 mAh) it is NOT far from the median. +--- Median :82.81499880951421, the gap is : 10 +--- So No we don't romove this configuration '020222-2-2' + --- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '033030-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033030-3-1' +--- Neighbour 0 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 593 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12530386186.502268 + --- Energy: 65.40226173805877 + --- Workload: 819516000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 654 in the X datas point +-------------- + --- Configuration: 033030-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12133492686.537285 + --- Energy: 49.23349758478151 + --- Workload: 597374000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 727 in the X datas point +-------------- + --- Configuration: 333330-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12377325235.262009 + --- Energy: 77.91783871145545 + --- Workload: 964415000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033030-3-1' +--- Neighbour 0 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 654 in the X datas point +-------------- + --- Configuration: 033030-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12133492686.537285 + --- Energy: 49.23349758478151 + --- Workload: 597374000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 593 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12530386186.502268 + --- Energy: 65.40226173805877 + --- Workload: 819516000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 727 in the X datas point +-------------- + --- Configuration: 333330-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12377325235.262009 + --- Energy: 77.91783871145545 + --- Workload: 964415000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (69.6438226916913 mAh) it is NOT far from the median. +--- Median :69.6438226916913, the gap is : 10 +--- So No we don't romove this configuration '033030-3-1' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 0, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '333033-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333033-3-3' +--- Neighbour 0 in the list of neghbours, And at position 594 in the X datas point +-------------- + --- Configuration: 333033-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14885404711.826008 + --- Energy: 92.65928549142409 + --- Workload: 1379270000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 310 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17270333243.662476 + --- Energy: 123.82321 + --- Workload: 2138468100000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 639 in the X datas point +-------------- + --- Configuration: 330033-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14337678127.72864 + --- Energy: 96.1514888870947 + --- Workload: 1378590000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333033-3-3' +--- Neighbour 0 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 594 in the X datas point +-------------- + --- Configuration: 333033-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885404711.826008 + --- Energy: 92.65928549142409 + --- Workload: 1379270000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 639 in the X datas point +-------------- + --- Configuration: 330033-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14337678127.72864 + --- Energy: 96.1514888870947 + --- Workload: 1378590000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 310 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17270333243.662476 + --- Energy: 123.82321 + --- Workload: 2138468100000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (95.6220428328611 mAh) it is NOT far from the median. +--- Median :95.6220428328611, the gap is : 10 +--- So No we don't romove this configuration '333033-3-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 0, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '110101-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110101-2-0' +--- Neighbour 0 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 415 in the X datas point +-------------- + --- Configuration: 110101-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13709391069.976845 + --- Energy: 58.449843734673564 + --- Workload: 801312000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 460 in the X datas point +-------------- + --- Configuration: 110101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11763017543.364365 + --- Energy: 58.12337398418788 + --- Workload: 683706000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 608 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10844152182.494068 + --- Energy: 31.249086970467445 + --- Workload: 338870000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110101-2-0' +--- Neighbour 0 in the list of neghbours, And at position 608 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10844152182.494068 + --- Energy: 31.249086970467445 + --- Workload: 338870000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 145 in the X datas point +-------------- + --- Configuration: 111111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14460730440.416006 + --- Energy: 46.3133982052407 + --- Workload: 669726000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 460 in the X datas point +-------------- + --- Configuration: 110101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11763017543.364365 + --- Energy: 58.12337398418788 + --- Workload: 683706000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 415 in the X datas point +-------------- + --- Configuration: 110101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13709391069.976845 + --- Energy: 58.449843734673564 + --- Workload: 801312000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (44.94678636770851 mAh) it is NOT far from the median. +--- Median :44.94678636770851, the gap is : 10 +--- So No we don't romove this configuration '110101-2-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 0, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 0, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '001000-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '001000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 596 in the X datas point +-------------- + --- Configuration: 001000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10540573301.781883 + --- Energy: 49.31922940865544 + --- Workload: 519853000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 446 in the X datas point +-------------- + --- Configuration: 011000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11398700320.189491 + --- Energy: 41.92258529337472 + --- Workload: 477863000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 477 in the X datas point +-------------- + --- Configuration: 000001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 522 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9980936411.454123 + --- Energy: 38.269990495696405 + --- Workload: 381971000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '001000-3-0' +--- Neighbour 0 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 522 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9980936411.454123 + --- Energy: 38.269990495696405 + --- Workload: 381971000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 446 in the X datas point +-------------- + --- Configuration: 011000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11398700320.189491 + --- Energy: 41.92258529337472 + --- Workload: 477863000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 477 in the X datas point +-------------- + --- Configuration: 000001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 596 in the X datas point +-------------- + --- Configuration: 001000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10540573301.781883 + --- Energy: 49.31922940865544 + --- Workload: 519853000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 477 in the X datas point +-------------- + --- Configuration: 000001-3-0 + --- Energy efficiency: 10565988294.998167 + --- Energy: 47.261265478697936 + --- Workload: 499362000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (47.261265478697936 mAh) it is NOT far from the median. +--- Median :47.261265478697936, the gap is : 10 +--- So No we don't romove this configuration '001000-3-0' + --- remove_aberrant_points: The value [0.0, 0, 0, 1, 0, 0, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '300000-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 599 in the X datas point +-------------- + --- Configuration: 300030-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11648576427.474798 + --- Energy: 41.215784795617516 + --- Workload: 480105000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 599 in the X datas point +-------------- + --- Configuration: 300030-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11648576427.474798 + --- Energy: 41.215784795617516 + --- Workload: 480105000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (47.10283999999999 mAh) it is NOT far from the median. +--- Median :47.10283999999999, the gap is : 10 +--- So No we don't romove this configuration '300000-2-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 0, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '003303-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003303-1-2' +--- Neighbour 0 in the list of neghbours, And at position 598 in the X datas point +-------------- + --- Configuration: 003303-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12920497594.203348 + --- Energy: 80.94736701096696 + --- Workload: 1045880000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 531 in the X datas point +-------------- + --- Configuration: 003303-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13471279232.675934 + --- Energy: 58.76194644449752 + --- Workload: 791599000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 638 in the X datas point +-------------- + --- Configuration: 003303-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14161738381.709831 + --- Energy: 85.77330898403667 + --- Workload: 1214700000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 344 in the X datas point +-------------- + --- Configuration: 303303-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438548206.760126 + --- Energy: 83.98672527663341 + --- Workload: 1128660000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 506 in the X datas point +-------------- + --- Configuration: 030303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13120776749.983599 + --- Energy: 76.53052030248016 + --- Workload: 1004140000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 698 in the X datas point +-------------- + --- Configuration: 003000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11733357112.937082 + --- Energy: 59.40661316486577 + --- Workload: 697039000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003303-1-2' +--- Neighbour 0 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 531 in the X datas point +-------------- + --- Configuration: 003303-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13471279232.675934 + --- Energy: 58.76194644449752 + --- Workload: 791599000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 698 in the X datas point +-------------- + --- Configuration: 003000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11733357112.937082 + --- Energy: 59.40661316486577 + --- Workload: 697039000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 506 in the X datas point +-------------- + --- Configuration: 030303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13120776749.983599 + --- Energy: 76.53052030248016 + --- Workload: 1004140000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 598 in the X datas point +-------------- + --- Configuration: 003303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12920497594.203348 + --- Energy: 80.94736701096696 + --- Workload: 1045880000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 344 in the X datas point +-------------- + --- Configuration: 303303-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438548206.760126 + --- Energy: 83.98672527663341 + --- Workload: 1128660000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 638 in the X datas point +-------------- + --- Configuration: 003303-2-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14161738381.709831 + --- Energy: 85.77330898403667 + --- Workload: 1214700000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 598 in the X datas point +-------------- + --- Configuration: 003303-1-2 + --- Energy efficiency: 12920497594.203348 + --- Energy: 80.94736701096696 + --- Workload: 1045880000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (80.94736701096696 mAh) it is NOT far from the median. +--- Median :80.94736701096696, the gap is : 10 +--- So No we don't romove this configuration '003303-1-2' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 0, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 1, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '300030-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300030-2-0' +--- Neighbour 0 in the list of neghbours, And at position 599 in the X datas point +-------------- + --- Configuration: 300030-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11648576427.474798 + --- Energy: 41.215784795617516 + --- Workload: 480105000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 752 in the X datas point +-------------- + --- Configuration: 000030-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6218634760.924586 + --- Energy: 12.26762907254409 + --- Workload: 76287800000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 673 in the X datas point +-------------- + --- Configuration: 200020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8721209108.430794 + --- Energy: 28.854441560215296 + --- Workload: 251645000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300030-2-0' +--- Neighbour 0 in the list of neghbours, And at position 752 in the X datas point +-------------- + --- Configuration: 000030-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6218634760.924586 + --- Energy: 12.26762907254409 + --- Workload: 76287800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 673 in the X datas point +-------------- + --- Configuration: 200020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8721209108.430794 + --- Energy: 28.854441560215296 + --- Workload: 251645000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 599 in the X datas point +-------------- + --- Configuration: 300030-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11648576427.474798 + --- Energy: 41.215784795617516 + --- Workload: 480105000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 599 in the X datas point +-------------- + --- Configuration: 300030-2-0 + --- Energy efficiency: 11648576427.474798 + --- Energy: 41.215784795617516 + --- Workload: 480105000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (41.215784795617516 mAh) it is NOT far from the median. +--- Median :41.215784795617516, the gap is : 10 +--- So No we don't romove this configuration '300030-2-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 1, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 1, 0, 0, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '002200-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002200-3-2' +--- Neighbour 0 in the list of neghbours, And at position 600 in the X datas point +-------------- + --- Configuration: 002200-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 637 in the X datas point +-------------- + --- Configuration: 202200-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13767808660.50236 + --- Energy: 75.38525435820448 + --- Workload: 1037890000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 467 in the X datas point +-------------- + --- Configuration: 003300-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 647 in the X datas point +-------------- + --- Configuration: 001100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12879909016.32271 + --- Energy: 72.82903936158382 + --- Workload: 938032000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 750 in the X datas point +-------------- + --- Configuration: 002000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5682237892.57161 + --- Energy: 13.395917496938448 + --- Workload: 76118600000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002200-3-2' +--- Neighbour 0 in the list of neghbours, And at position 750 in the X datas point +-------------- + --- Configuration: 002000-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5682237892.57161 + --- Energy: 13.395917496938448 + --- Workload: 76118600000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 467 in the X datas point +-------------- + --- Configuration: 003300-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 647 in the X datas point +-------------- + --- Configuration: 001100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12879909016.32271 + --- Energy: 72.82903936158382 + --- Workload: 938032000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 637 in the X datas point +-------------- + --- Configuration: 202200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767808660.50236 + --- Energy: 75.38525435820448 + --- Workload: 1037890000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 600 in the X datas point +-------------- + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.3849371705881 mAh) it is NOT far from the median. +--- Median :75.3849371705881, the gap is : 10 +--- So No we don't romove this configuration '002200-3-2' + --- remove_aberrant_points: The value [1.0, 0, 0, 1, 1, 0, 0, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '333330-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333330-2-0' +--- Neighbour 0 in the list of neghbours, And at position 601 in the X datas point +-------------- + --- Configuration: 333330-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13692590391.635471 + --- Energy: 45.36592371702859 + --- Workload: 621177000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 360 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 566 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13883393379.009699 + --- Energy: 44.42888788986695 + --- Workload: 616824000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333330-2-0' +--- Neighbour 0 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 566 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13883393379.009699 + --- Energy: 44.42888788986695 + --- Workload: 616824000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 601 in the X datas point +-------------- + --- Configuration: 333330-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13692590391.635471 + --- Energy: 45.36592371702859 + --- Workload: 621177000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 360 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15049135427.169708 + --- Energy: 75.0574196537613 + --- Workload: 1129550000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 349 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14399200556.385109 + --- Energy: 84.41510028409691 + --- Workload: 1215510000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (51.080839551389985 mAh) it is NOT far from the median. +--- Median :51.080839551389985, the gap is : 10 +--- So No we don't romove this configuration '333330-2-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 1, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '020222-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020222-3-0' +--- Neighbour 0 in the list of neghbours, And at position 602 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14237408791.59993 + --- Energy: 62.53995293576916 + --- Workload: 890407000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 669 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14090619592.72473 + --- Energy: 63.503699854423054 + --- Workload: 894807000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 740 in the X datas point +-------------- + --- Configuration: 020222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020222-3-0' +--- Neighbour 0 in the list of neghbours, And at position 740 in the X datas point +-------------- + --- Configuration: 020222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 602 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14237408791.59993 + --- Energy: 62.53995293576916 + --- Workload: 890407000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 669 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14090619592.72473 + --- Energy: 63.503699854423054 + --- Workload: 894807000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (58.67863075260059 mAh) it is NOT far from the median. +--- Median :58.67863075260059, the gap is : 10 +--- So No we don't romove this configuration '020222-3-0' + --- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 1, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 0, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '030033-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030033-3-0' +--- Neighbour 0 in the list of neghbours, And at position 603 in the X datas point +-------------- + --- Configuration: 030033-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12516443477.618721 + --- Energy: 70.02713675655465 + --- Workload: 876491000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 379 in the X datas point +-------------- + --- Configuration: 220022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14371553521.821047 + --- Energy: 61.0078855819444 + --- Workload: 876778000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 602 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14237408791.59993 + --- Energy: 62.53995293576916 + --- Workload: 890407000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 654 in the X datas point +-------------- + --- Configuration: 033030-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12133492686.537285 + --- Energy: 49.23349758478151 + --- Workload: 597374000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 669 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14090619592.72473 + --- Energy: 63.503699854423054 + --- Workload: 894807000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030033-3-0' +--- Neighbour 0 in the list of neghbours, And at position 654 in the X datas point +-------------- + --- Configuration: 033030-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12133492686.537285 + --- Energy: 49.23349758478151 + --- Workload: 597374000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 379 in the X datas point +-------------- + --- Configuration: 220022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14371553521.821047 + --- Energy: 61.0078855819444 + --- Workload: 876778000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 602 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14237408791.59993 + --- Energy: 62.53995293576916 + --- Workload: 890407000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 669 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14090619592.72473 + --- Energy: 63.503699854423054 + --- Workload: 894807000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 603 in the X datas point +-------------- + --- Configuration: 030033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516443477.618721 + --- Energy: 70.02713675655465 + --- Workload: 876491000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 602 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Energy efficiency: 14237408791.59993 + --- Energy: 62.53995293576916 + --- Workload: 890407000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (62.53995293576916 mAh) it is NOT far from the median. +--- Median :62.53995293576916, the gap is : 10 +--- So No we don't romove this configuration '030033-3-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 0, 1, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '330003-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330003-3-1' +--- Neighbour 0 in the list of neghbours, And at position 604 in the X datas point +-------------- + --- Configuration: 330003-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13533264764.791859 + --- Energy: 73.38859474562628 + --- Workload: 993187000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 188 in the X datas point +-------------- + --- Configuration: 330303-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14509155276.979774 + --- Energy: 74.9403190398345 + --- Workload: 1087320000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 635 in the X datas point +-------------- + --- Configuration: 330003-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13484449059.122566 + --- Energy: 94.49408464421893 + --- Workload: 1274200000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 223 in the X datas point +-------------- + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330003-3-1' +--- Neighbour 0 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 604 in the X datas point +-------------- + --- Configuration: 330003-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13533264764.791859 + --- Energy: 73.38859474562628 + --- Workload: 993187000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 188 in the X datas point +-------------- + --- Configuration: 330303-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14509155276.979774 + --- Energy: 74.9403190398345 + --- Workload: 1087320000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 223 in the X datas point +-------------- + --- Configuration: 330033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767012585.802904 + --- Energy: 84.777250997072 + --- Workload: 1167130000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 635 in the X datas point +-------------- + --- Configuration: 330003-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13484449059.122566 + --- Energy: 94.49408464421893 + --- Workload: 1274200000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 188 in the X datas point +-------------- + --- Configuration: 330303-3-1 + --- Energy efficiency: 14509155276.979774 + --- Energy: 74.9403190398345 + --- Workload: 1087320000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (74.9403190398345 mAh) it is NOT far from the median. +--- Median :74.9403190398345, the gap is : 10 +--- So No we don't romove this configuration '330003-3-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 0, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 0, 0, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '303000-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303000-3-1' +--- Neighbour 0 in the list of neghbours, And at position 605 in the X datas point +-------------- + --- Configuration: 303000-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12131240613.452576 + --- Energy: 64.34512219904238 + --- Workload: 780586000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 733 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12720752763.265518 + --- Energy: 54.90126391795327 + --- Workload: 698385000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 467 in the X datas point +-------------- + --- Configuration: 003300-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303000-3-1' +--- Neighbour 0 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 733 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12720752763.265518 + --- Energy: 54.90126391795327 + --- Workload: 698385000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 605 in the X datas point +-------------- + --- Configuration: 303000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12131240613.452576 + --- Energy: 64.34512219904238 + --- Workload: 780586000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 467 in the X datas point +-------------- + --- Configuration: 003300-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 467 in the X datas point +-------------- + --- Configuration: 003300-3-1 + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (68.68847048358467 mAh) it is NOT far from the median. +--- Median :68.68847048358467, the gap is : 10 +--- So No we don't romove this configuration '303000-3-1' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 0, 0, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 0, 0, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '020002-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020002-2-3' +--- Neighbour 0 in the list of neghbours, And at position 606 in the X datas point +-------------- + --- Configuration: 020002-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13321042451.498085 + --- Energy: 83.10239746504709 + --- Workload: 1107010000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 410 in the X datas point +-------------- + --- Configuration: 022002-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13145579404.557837 + --- Energy: 93.70148281455602 + --- Workload: 1231760000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 268 in the X datas point +-------------- + --- Configuration: 222002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 563 in the X datas point +-------------- + --- Configuration: 020202-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798329050.159212 + --- Energy: 78.24767797732055 + --- Workload: 1001440000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 576 in the X datas point +-------------- + --- Configuration: 020000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10711076216.805037 + --- Energy: 71.00913070664843 + --- Workload: 760584000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 580 in the X datas point +-------------- + --- Configuration: 110001-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13484430876.110443 + --- Energy: 76.98065980311152 + --- Workload: 1038040000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020002-2-3' +--- Neighbour 0 in the list of neghbours, And at position 268 in the X datas point +-------------- + --- Configuration: 222002-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 576 in the X datas point +-------------- + --- Configuration: 020000-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10711076216.805037 + --- Energy: 71.00913070664843 + --- Workload: 760584000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 580 in the X datas point +-------------- + --- Configuration: 110001-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13484430876.110443 + --- Energy: 76.98065980311152 + --- Workload: 1038040000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 563 in the X datas point +-------------- + --- Configuration: 020202-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798329050.159212 + --- Energy: 78.24767797732055 + --- Workload: 1001440000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 606 in the X datas point +-------------- + --- Configuration: 020002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13321042451.498085 + --- Energy: 83.10239746504709 + --- Workload: 1107010000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 331 in the X datas point +-------------- + --- Configuration: 220202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14568255189.2125 + --- Energy: 91.04108716316011 + --- Workload: 1326310000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 410 in the X datas point +-------------- + --- Configuration: 022002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13145579404.557837 + --- Energy: 93.70148281455602 + --- Workload: 1231760000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (82.47916412519714 mAh) it is NOT far from the median. +--- Median :82.47916412519714, the gap is : 10 +--- So No we don't romove this configuration '020002-2-3' + --- remove_aberrant_points: The value [1.0, 0, 1, 0, 0, 0, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '303330-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303330-3-0' +--- Neighbour 0 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 607 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12845347158.352303 + --- Energy: 50.56673738427292 + --- Workload: 649547000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 244 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 466 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11749390206.648275 + --- Energy: 56.72728338180733 + --- Workload: 666511000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 203 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303330-3-0' +--- Neighbour 0 in the list of neghbours, And at position 607 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12845347158.352303 + --- Energy: 50.56673738427292 + --- Workload: 649547000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 244 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 466 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11749390206.648275 + --- Energy: 56.72728338180733 + --- Workload: 666511000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 203 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14214479437.334045 + --- Energy: 86.641218027865 + --- Workload: 1231560000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 244 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (55.1955872410731 mAh) it is NOT far from the median. +--- Median :55.1955872410731, the gap is : 10 +--- So No we don't romove this configuration '303330-3-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '110101-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110101-1-0' +--- Neighbour 0 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 608 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10844152182.494068 + --- Energy: 31.249086970467445 + --- Workload: 338870000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110101-1-0' +--- Neighbour 0 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 608 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10844152182.494068 + --- Energy: 31.249086970467445 + --- Workload: 338870000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 595 in the X datas point +-------------- + --- Configuration: 110101-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12809509780.060719 + --- Energy: 44.94678636770851 + --- Workload: 575746000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 150 in the X datas point +-------------- + --- Configuration: 220202-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15671205570.173307 + --- Energy: 50.3428670012474 + --- Workload: 788934000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 608 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Energy efficiency: 10844152182.494068 + --- Energy: 31.249086970467445 + --- Workload: 338870000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (31.249086970467445 mAh) it is NOT far from the median. +--- Median :31.249086970467445, the gap is : 10 +--- So No we don't romove this configuration '110101-1-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '333033-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333033-1-3' +--- Neighbour 0 in the list of neghbours, And at position 498 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14397604238.654688 + --- Energy: 83.48198615501106 + --- Workload: 1201940000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 609 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13506887837.45271 + --- Energy: 94.29930793987965 + --- Workload: 1273690000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 354 in the X datas point +-------------- + --- Configuration: 330033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13506559460.602041 + --- Energy: 80.9473075242288 + --- Workload: 1093320000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 640 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14620310535.395771 + --- Energy: 81.50438397997827 + --- Workload: 1191620000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333033-1-3' +--- Neighbour 0 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 354 in the X datas point +-------------- + --- Configuration: 330033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13506559460.602041 + --- Energy: 80.9473075242288 + --- Workload: 1093320000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 640 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14620310535.395771 + --- Energy: 81.50438397997827 + --- Workload: 1191620000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 498 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14397604238.654688 + --- Energy: 83.48198615501106 + --- Workload: 1201940000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 491 in the X datas point +-------------- + --- Configuration: 033033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13084073019.59471 + --- Energy: 87.73797792788814 + --- Workload: 1147970000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 609 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13506887837.45271 + --- Energy: 94.29930793987965 + --- Workload: 1273690000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 498 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Energy efficiency: 14397604238.654688 + --- Energy: 83.48198615501106 + --- Workload: 1201940000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (94.29930793987965 mAh) is far from the median. +--- Median :83.48198615501106, the gap is : 10 +--- So yes we remove this configuration '333033-1-3' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '001111-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '001111-1-0' +--- Neighbour 0 in the list of neghbours, And at position 610 in the X datas point +-------------- + --- Configuration: 001111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10299849210.207561 + --- Energy: 33.008552866909774 + --- Workload: 339983000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 704 in the X datas point +-------------- + --- Configuration: 011111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11754748918.563099 + --- Energy: 32.64170010691823 + --- Workload: 383695000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '001111-1-0' +--- Neighbour 0 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 704 in the X datas point +-------------- + --- Configuration: 011111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11754748918.563099 + --- Energy: 32.64170010691823 + --- Workload: 383695000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 610 in the X datas point +-------------- + --- Configuration: 001111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10299849210.207561 + --- Energy: 33.008552866909774 + --- Workload: 339983000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (31.96295936672102 mAh) it is NOT far from the median. +--- Median :31.96295936672102, the gap is : 10 +--- So No we don't romove this configuration '001111-1-0' + --- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '010111-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010111-1-2' +--- Neighbour 0 in the list of neghbours, And at position 611 in the X datas point +-------------- + --- Configuration: 010111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13285064266.49839 + --- Energy: 63.33291473508287 + --- Workload: 841382000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 433 in the X datas point +-------------- + --- Configuration: 010111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13352311418.629679 + --- Energy: 42.04621333129826 + --- Workload: 561414000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 123 in the X datas point +-------------- + --- Configuration: 010110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607229911.367193 + --- Energy: 52.6902862777189 + --- Workload: 611588000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 453 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14702487807.961985 + --- Energy: 79.9871211726851 + --- Workload: 1176010000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010111-1-2' +--- Neighbour 0 in the list of neghbours, And at position 433 in the X datas point +-------------- + --- Configuration: 010111-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13352311418.629679 + --- Energy: 42.04621333129826 + --- Workload: 561414000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 123 in the X datas point +-------------- + --- Configuration: 010110-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11607229911.367193 + --- Energy: 52.6902862777189 + --- Workload: 611588000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 611 in the X datas point +-------------- + --- Configuration: 010111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13285064266.49839 + --- Energy: 63.33291473508287 + --- Workload: 841382000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 453 in the X datas point +-------------- + --- Configuration: 022222-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14702487807.961985 + --- Energy: 79.9871211726851 + --- Workload: 1176010000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (64.6497062836685 mAh) it is NOT far from the median. +--- Median :64.6497062836685, the gap is : 10 +--- So No we don't romove this configuration '010111-1-2' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 1, 0, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '100100-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100100-3-3' +--- Neighbour 0 in the list of neghbours, And at position 612 in the X datas point +-------------- + --- Configuration: 100100-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11460109650.329136 + --- Energy: 77.70891264945926 + --- Workload: 890553000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 578 in the X datas point +-------------- + --- Configuration: 110101-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13268811525.820444 + --- Energy: 75.57724470504559 + --- Workload: 1002820000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 647 in the X datas point +-------------- + --- Configuration: 001100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12879909016.32271 + --- Energy: 72.82903936158382 + --- Workload: 938032000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 758 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6028999487.535044 + --- Energy: 12.654544813790569 + --- Workload: 76294200000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 263 in the X datas point +-------------- + --- Configuration: 110111-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 5358769626.493757 + --- Energy: 14.0838858431668 + --- Workload: 75472200000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100100-3-3' +--- Neighbour 0 in the list of neghbours, And at position 758 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6028999487.535044 + --- Energy: 12.654544813790569 + --- Workload: 76294200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 263 in the X datas point +-------------- + --- Configuration: 110111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5358769626.493757 + --- Energy: 14.0838858431668 + --- Workload: 75472200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 647 in the X datas point +-------------- + --- Configuration: 001100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12879909016.32271 + --- Energy: 72.82903936158382 + --- Workload: 938032000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 578 in the X datas point +-------------- + --- Configuration: 110101-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13268811525.820444 + --- Energy: 75.57724470504559 + --- Workload: 1002820000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 612 in the X datas point +-------------- + --- Configuration: 100100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11460109650.329136 + --- Energy: 77.70891264945926 + --- Workload: 890553000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (74.8050514094236 mAh) it is NOT far from the median. +--- Median :74.8050514094236, the gap is : 10 +--- So No we don't romove this configuration '100100-3-3' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 0, 0, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '000100-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000100-2-1' +--- Neighbour 0 in the list of neghbours, And at position 613 in the X datas point +-------------- + --- Configuration: 000100-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12336586491.191061 + --- Energy: 52.305660553812594 + --- Workload: 645273000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 671 in the X datas point +-------------- + --- Configuration: 100100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12819017268.498163 + --- Energy: 54.9760816945145 + --- Workload: 704739000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 428 in the X datas point +-------------- + --- Configuration: 100100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12184957913.155367 + --- Energy: 38.48271275814499 + --- Workload: 468910000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 438 in the X datas point +-------------- + --- Configuration: 000110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10984846404.38515 + --- Energy: 74.34214040531062 + --- Workload: 816637000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000100-2-1' +--- Neighbour 0 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 428 in the X datas point +-------------- + --- Configuration: 100100-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12184957913.155367 + --- Energy: 38.48271275814499 + --- Workload: 468910000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 613 in the X datas point +-------------- + --- Configuration: 000100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12336586491.191061 + --- Energy: 52.305660553812594 + --- Workload: 645273000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 671 in the X datas point +-------------- + --- Configuration: 100100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12819017268.498163 + --- Energy: 54.9760816945145 + --- Workload: 704739000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 438 in the X datas point +-------------- + --- Configuration: 000110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10984846404.38515 + --- Energy: 74.34214040531062 + --- Workload: 816637000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (52.3623981374209 mAh) it is NOT far from the median. +--- Median :52.3623981374209, the gap is : 10 +--- So No we don't romove this configuration '000100-2-1' + --- remove_aberrant_points: The value [0.0, 0, 0, 0, 1, 0, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '303333-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303333-1-0' +--- Neighbour 0 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303333-1-0' +--- Neighbour 0 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (57.33723345336789 mAh) it is NOT far from the median. +--- Median :57.33723345336789, the gap is : 10 +--- So No we don't romove this configuration '303333-1-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '220020-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220020-1-2' +--- Neighbour 0 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 615 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 245 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 220020-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220020-1-2' +--- Neighbour 0 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 615 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 143 in the X datas point +-------------- + --- Configuration: 220020-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10684388505.734846 + --- Energy: 63.3690752564047 + --- Workload: 677060000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 245 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (62.4755025899128 mAh) it is NOT far from the median. +--- Median :62.4755025899128, the gap is : 10 +--- So No we don't romove this configuration '220020-1-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '100111-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100111-1-0' +--- Neighbour 0 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 616 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10481279386.887081 + --- Energy: 32.55567293709175 + --- Workload: 341225000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100111-1-0' +--- Neighbour 0 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 616 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10481279386.887081 + --- Energy: 32.55567293709175 + --- Workload: 341225000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (31.96295936672102 mAh) it is NOT far from the median. +--- Median :31.96295936672102, the gap is : 10 +--- So No we don't romove this configuration '100111-1-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '200000-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 617 in the X datas point +-------------- + --- Configuration: 200000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7496364263.332283 + --- Energy: 27.54961888696046 + --- Workload: 206522000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 673 in the X datas point +-------------- + --- Configuration: 200020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8721209108.430794 + --- Energy: 28.854441560215296 + --- Workload: 251645000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 617 in the X datas point +-------------- + --- Configuration: 200000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7496364263.332283 + --- Energy: 27.54961888696046 + --- Workload: 206522000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 673 in the X datas point +-------------- + --- Configuration: 200020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8721209108.430794 + --- Energy: 28.854441560215296 + --- Workload: 251645000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (28.50231 mAh) it is NOT far from the median. +--- Median :28.50231, the gap is : 10 +--- So No we don't romove this configuration '200000-1-0' + --- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 0, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '003300-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003300-3-0' +--- Neighbour 0 in the list of neghbours, And at position 618 in the X datas point +-------------- + --- Configuration: 003300-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10679504855.436882 + --- Energy: 57.61668750338357 + --- Workload: 615318000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 467 in the X datas point +-------------- + --- Configuration: 003300-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 720 in the X datas point +-------------- + --- Configuration: 003300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11105916010.39958 + --- Energy: 43.401448789067906 + --- Workload: 482013000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 560 in the X datas point +-------------- + --- Configuration: 002202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12755215926.672813 + --- Energy: 62.95852732602467 + --- Workload: 803050000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 564 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11625825142.93952 + --- Energy: 47.58862500100224 + --- Workload: 553257000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 607 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12845347158.352303 + --- Energy: 50.56673738427292 + --- Workload: 649547000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 651 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11668883754.580038 + --- Energy: 47.396418468531486 + --- Workload: 553063000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003300-3-0' +--- Neighbour 0 in the list of neghbours, And at position 720 in the X datas point +-------------- + --- Configuration: 003300-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11105916010.39958 + --- Energy: 43.401448789067906 + --- Workload: 482013000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 651 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11668883754.580038 + --- Energy: 47.396418468531486 + --- Workload: 553063000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 564 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11625825142.93952 + --- Energy: 47.58862500100224 + --- Workload: 553257000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 607 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12845347158.352303 + --- Energy: 50.56673738427292 + --- Workload: 649547000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 618 in the X datas point +-------------- + --- Configuration: 003300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10679504855.436882 + --- Energy: 57.61668750338357 + --- Workload: 615318000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 560 in the X datas point +-------------- + --- Configuration: 002202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12755215926.672813 + --- Energy: 62.95852732602467 + --- Workload: 803050000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 467 in the X datas point +-------------- + --- Configuration: 003300-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (51.080839551389985 mAh) it is NOT far from the median. +--- Median :51.080839551389985, the gap is : 10 +--- So No we don't romove this configuration '003300-3-0' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 0, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '330330-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330330-3-0' +--- Neighbour 0 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 619 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11927480916.030533 + --- Energy: 57.869084231929165 + --- Workload: 690232000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 764 in the X datas point +-------------- + --- Configuration: 330030-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5810507722.1647625 + --- Energy: 13.028609429521124 + --- Workload: 75702900000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330330-3-0' +--- Neighbour 0 in the list of neghbours, And at position 764 in the X datas point +-------------- + --- Configuration: 330030-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5810507722.1647625 + --- Energy: 13.028609429521124 + --- Workload: 75702900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 619 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11927480916.030533 + --- Energy: 57.869084231929165 + --- Workload: 690232000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 309 in the X datas point +-------------- + --- Configuration: 333333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089035406.763796 + --- Energy: 106.21078 + --- Workload: 1708829000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (52.15820338037457 mAh) it is NOT far from the median. +--- Median :52.15820338037457, the gap is : 10 +--- So No we don't romove this configuration '330330-3-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 1, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 0, 0, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '002000-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002000-2-1' +--- Neighbour 0 in the list of neghbours, And at position 620 in the X datas point +-------------- + --- Configuration: 002000-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12453749886.359531 + --- Energy: 52.141300619742324 + --- Workload: 649355000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 718 in the X datas point +-------------- + --- Configuration: 202000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12501375151.26664 + --- Energy: 55.880391426208845 + --- Workload: 698582000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 750 in the X datas point +-------------- + --- Configuration: 002000-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5682237892.57161 + --- Energy: 13.395917496938448 + --- Workload: 76118600000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 676 in the X datas point +-------------- + --- Configuration: 002022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639037922.427738 + --- Energy: 63.03819652563211 + --- Workload: 922819000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 685 in the X datas point +-------------- + --- Configuration: 022000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11527098479.46044 + --- Energy: 41.488651501874486 + --- Workload: 478244000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 733 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12720752763.265518 + --- Energy: 54.90126391795327 + --- Workload: 698385000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002000-2-1' +--- Neighbour 0 in the list of neghbours, And at position 750 in the X datas point +-------------- + --- Configuration: 002000-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5682237892.57161 + --- Energy: 13.395917496938448 + --- Workload: 76118600000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 685 in the X datas point +-------------- + --- Configuration: 022000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11527098479.46044 + --- Energy: 41.488651501874486 + --- Workload: 478244000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 620 in the X datas point +-------------- + --- Configuration: 002000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12453749886.359531 + --- Energy: 52.141300619742324 + --- Workload: 649355000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 733 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12720752763.265518 + --- Energy: 54.90126391795327 + --- Workload: 698385000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 718 in the X datas point +-------------- + --- Configuration: 202000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12501375151.26664 + --- Energy: 55.880391426208845 + --- Workload: 698582000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 676 in the X datas point +-------------- + --- Configuration: 002022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639037922.427738 + --- Energy: 63.03819652563211 + --- Workload: 922819000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 620 in the X datas point +-------------- + --- Configuration: 002000-2-1 + --- Energy efficiency: 12453749886.359531 + --- Energy: 52.141300619742324 + --- Workload: 649355000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (52.141300619742324 mAh) it is NOT far from the median. +--- Median :52.141300619742324, the gap is : 10 +--- So No we don't romove this configuration '002000-2-1' + --- remove_aberrant_points: The value [1.0, 0, 0, 1, 0, 0, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 0, 0, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '100000-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100000-2-1' +--- Neighbour 0 in the list of neghbours, And at position 621 in the X datas point +-------------- + --- Configuration: 100000-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12660327218.817299 + --- Energy: 51.604696137494564 + --- Workload: 653332000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 671 in the X datas point +-------------- + --- Configuration: 100100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12819017268.498163 + --- Energy: 54.9760816945145 + --- Workload: 704739000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 426 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11352245417.38233 + --- Energy: 42.47266528928453 + --- Workload: 482160000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100000-2-1' +--- Neighbour 0 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 426 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11352245417.38233 + --- Energy: 42.47266528928453 + --- Workload: 482160000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 621 in the X datas point +-------------- + --- Configuration: 100000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12660327218.817299 + --- Energy: 51.604696137494564 + --- Workload: 653332000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 671 in the X datas point +-------------- + --- Configuration: 100100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12819017268.498163 + --- Energy: 54.9760816945145 + --- Workload: 704739000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (42.7422 mAh) it is NOT far from the median. +--- Median :42.7422, the gap is : 10 +--- So No we don't romove this configuration '100000-2-1' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 0, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 0, 0, 1, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '000010-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000010-3-1' +--- Neighbour 0 in the list of neghbours, And at position 622 in the X datas point +-------------- + --- Configuration: 000010-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11230529070.224499 + --- Energy: 65.58873751640105 + --- Workload: 736596000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 438 in the X datas point +-------------- + --- Configuration: 000110-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10984846404.38515 + --- Energy: 74.34214040531062 + --- Workload: 816637000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 501 in the X datas point +-------------- + --- Configuration: 000011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10884176040.66328 + --- Energy: 53.28388273452391 + --- Workload: 579951000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 645 in the X datas point +-------------- + --- Configuration: 100010-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11294917061.424017 + --- Energy: 49.79470947563472 + --- Workload: 562427000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000010-3-1' +--- Neighbour 0 in the list of neghbours, And at position 645 in the X datas point +-------------- + --- Configuration: 100010-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11294917061.424017 + --- Energy: 49.79470947563472 + --- Workload: 562427000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 501 in the X datas point +-------------- + --- Configuration: 000011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10884176040.66328 + --- Energy: 53.28388273452391 + --- Workload: 579951000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 622 in the X datas point +-------------- + --- Configuration: 000010-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11230529070.224499 + --- Energy: 65.58873751640105 + --- Workload: 736596000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 438 in the X datas point +-------------- + --- Configuration: 000110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10984846404.38515 + --- Energy: 74.34214040531062 + --- Workload: 816637000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (66.8775 mAh) it is NOT far from the median. +--- Median :66.8775, the gap is : 10 +--- So No we don't romove this configuration '000010-3-1' + --- remove_aberrant_points: The value [0.0, 0, 0, 0, 0, 1, 0, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '110110-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110110-3-1' +--- Neighbour 0 in the list of neghbours, And at position 204 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 623 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12940377211.995731 + --- Energy: 67.57287611693334 + --- Workload: 874419000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 383 in the X datas point +-------------- + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 680 in the X datas point +-------------- + --- Configuration: 220220-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12953334317.786741 + --- Energy: 68.45824901392889 + --- Workload: 886763000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110110-3-1' +--- Neighbour 0 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 623 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12940377211.995731 + --- Energy: 67.57287611693334 + --- Workload: 874419000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 680 in the X datas point +-------------- + --- Configuration: 220220-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12953334317.786741 + --- Energy: 68.45824901392889 + --- Workload: 886763000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 204 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 97 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13677476888.483427 + --- Energy: 71.6230294037093 + --- Workload: 979622000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 383 in the X datas point +-------------- + --- Configuration: 110111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12988227470.62063 + --- Energy: 73.0759138749433 + --- Workload: 949126000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (70.2667978545078 mAh) it is NOT far from the median. +--- Median :70.2667978545078, the gap is : 10 +--- So No we don't romove this configuration '110110-3-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '033333-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033333-2-1' +--- Neighbour 0 in the list of neghbours, And at position 624 in the X datas point +-------------- + --- Configuration: 033333-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15076589072.48824 + --- Energy: 79.64660959429389 + --- Workload: 1200800000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033333-2-1' +--- Neighbour 0 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 135 in the X datas point +-------------- + --- Configuration: 333033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15070431662.374104 + --- Energy: 79.5378105979585 + --- Workload: 1198670000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 624 in the X datas point +-------------- + --- Configuration: 033333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15076589072.48824 + --- Energy: 79.64660959429389 + --- Workload: 1200800000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 84 in the X datas point +-------------- + --- Configuration: 003333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712605724.190134 + --- Energy: 82.9689480595376 + --- Workload: 1137720000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.59635035177494 mAh) it is NOT far from the median. +--- Median :77.59635035177494, the gap is : 10 +--- So No we don't romove this configuration '033333-2-1' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 1, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 0, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '000222-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 625 in the X datas point +-------------- + --- Configuration: 000222-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13901728679.961353 + --- Energy: 85.57933287675009 + --- Workload: 1189700000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 659 in the X datas point +-------------- + --- Configuration: 000333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14157668288.66353 + --- Energy: 78.13433738304217 + --- Workload: 1106200000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 687 in the X datas point +-------------- + --- Configuration: 000222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14429639634.179775 + --- Energy: 82.81499880951421 + --- Workload: 1194990000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 421 in the X datas point +-------------- + --- Configuration: 000022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000222-2-3' +--- Neighbour 0 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 659 in the X datas point +-------------- + --- Configuration: 000333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14157668288.66353 + --- Energy: 78.13433738304217 + --- Workload: 1106200000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 421 in the X datas point +-------------- + --- Configuration: 000022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 687 in the X datas point +-------------- + --- Configuration: 000222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14429639634.179775 + --- Energy: 82.81499880951421 + --- Workload: 1194990000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 625 in the X datas point +-------------- + --- Configuration: 000222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13901728679.961353 + --- Energy: 85.57933287675009 + --- Workload: 1189700000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 687 in the X datas point +-------------- + --- Configuration: 000222-2-2 + --- Energy efficiency: 14429639634.179775 + --- Energy: 82.81499880951421 + --- Workload: 1194990000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (82.81499880951421 mAh) it is NOT far from the median. +--- Median :82.81499880951421, the gap is : 10 +--- So No we don't romove this configuration '000222-2-3' + --- remove_aberrant_points: The value [1.0, 0, 0, 0, 1, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 0, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '330300-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330300-1-2' +--- Neighbour 0 in the list of neghbours, And at position 626 in the X datas point +-------------- + --- Configuration: 330300-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12797903191.541098 + --- Energy: 61.958674038002826 + --- Workload: 792941000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 514 in the X datas point +-------------- + --- Configuration: 330303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 245 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330300-1-2' +--- Neighbour 0 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 626 in the X datas point +-------------- + --- Configuration: 330300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12797903191.541098 + --- Energy: 61.958674038002826 + --- Workload: 792941000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 245 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 162 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12976463290.882996 + --- Energy: 64.768131410946 + --- Workload: 840461000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 514 in the X datas point +-------------- + --- Configuration: 330303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 245 in the X datas point +-------------- + --- Configuration: 220220-1-2 + --- Energy efficiency: 13277356000.435497 + --- Energy: 63.3971718133292 + --- Workload: 841747000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (63.3971718133292 mAh) it is NOT far from the median. +--- Median :63.3971718133292, the gap is : 10 +--- So No we don't romove this configuration '330300-1-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 0, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 1, 0, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '300303-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300303-0-0' +--- Neighbour 0 in the list of neghbours, And at position 627 in the X datas point +-------------- + --- Configuration: 300303-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9265607916.535404 + --- Energy: 41.90141554208418 + --- Workload: 388241000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 377 in the X datas point +-------------- + --- Configuration: 300333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10542740269.050732 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 456 in the X datas point +-------------- + --- Configuration: 300033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8819508753.362438 + --- Energy: 43.98581744362714 + --- Workload: 387933000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300303-0-0' +--- Neighbour 0 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 627 in the X datas point +-------------- + --- Configuration: 300303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9265607916.535404 + --- Energy: 41.90141554208418 + --- Workload: 388241000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 456 in the X datas point +-------------- + --- Configuration: 300033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8819508753.362438 + --- Energy: 43.98581744362714 + --- Workload: 387933000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 377 in the X datas point +-------------- + --- Configuration: 300333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10542740269.050732 + --- Energy: 49.5215662037853 + --- Workload: 522093000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 387 in the X datas point +-------------- + --- Configuration: 303333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11746671287.02404 + --- Energy: 55.9889928704492 + --- Workload: 657684000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 627 in the X datas point +-------------- + --- Configuration: 300303-0-0 + --- Energy efficiency: 9265607916.535404 + --- Energy: 41.90141554208418 + --- Workload: 388241000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (41.90141554208418 mAh) it is NOT far from the median. +--- Median :41.90141554208418, the gap is : 10 +--- So No we don't romove this configuration '300303-0-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 1, 0, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 0, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '111000-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 628 in the X datas point +-------------- + --- Configuration: 111000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9668281269.638697 + --- Energy: 30.617996362116138 + --- Workload: 296022000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 527 in the X datas point +-------------- + --- Configuration: 011000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8513536523.071684 + --- Energy: 29.34546622830315 + --- Workload: 249834000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 703 in the X datas point +-------------- + --- Configuration: 111001-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10720963342.88214 + --- Energy: 31.78714877872434 + --- Workload: 340789000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 285 in the X datas point +-------------- + --- Configuration: 111000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8793320381.554344 + --- Energy: 26.06077 + --- Workload: 229160700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 527 in the X datas point +-------------- + --- Configuration: 011000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8513536523.071684 + --- Energy: 29.34546622830315 + --- Workload: 249834000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 628 in the X datas point +-------------- + --- Configuration: 111000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9668281269.638697 + --- Energy: 30.617996362116138 + --- Workload: 296022000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 703 in the X datas point +-------------- + --- Configuration: 111001-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10720963342.88214 + --- Energy: 31.78714877872434 + --- Workload: 340789000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (32.3869731002721 mAh) it is NOT far from the median. +--- Median :32.3869731002721, the gap is : 10 +--- So No we don't romove this configuration '111000-1-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 0, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 1, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '002220-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002220-1-0' +--- Neighbour 0 in the list of neghbours, And at position 629 in the X datas point +-------------- + --- Configuration: 002220-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9568096140.230017 + --- Energy: 30.98063125088282 + --- Workload: 296427000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 739 in the X datas point +-------------- + --- Configuration: 002220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5804639067.542781 + --- Energy: 13.05030508081098 + --- Workload: 75752500000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002220-1-0' +--- Neighbour 0 in the list of neghbours, And at position 739 in the X datas point +-------------- + --- Configuration: 002220-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5804639067.542781 + --- Energy: 13.05030508081098 + --- Workload: 75752500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 629 in the X datas point +-------------- + --- Configuration: 002220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9568096140.230017 + --- Energy: 30.98063125088282 + --- Workload: 296427000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (32.0011057465816 mAh) it is NOT far from the median. +--- Median :32.0011057465816, the gap is : 10 +--- So No we don't romove this configuration '002220-1-0' + --- remove_aberrant_points: The value [1.0, 0, 0, 1, 1, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 0, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '020022-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020022-1-0' +--- Neighbour 0 in the list of neghbours, And at position 630 in the X datas point +-------------- + --- Configuration: 020022-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12661321056.916437 + --- Energy: 36.88800733705025 + --- Workload: 467051000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 585 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9783204195.037958 + --- Energy: 30.276377856940353 + --- Workload: 296200000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 696 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9422317701.708267 + --- Energy: 31.27446828861957 + --- Workload: 294678000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 778 in the X datas point +-------------- + --- Configuration: 020020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5577369266.464394 + --- Energy: 13.574697742750608 + --- Workload: 75711000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 339 in the X datas point +-------------- + --- Configuration: 220002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12468874571.85002 + --- Energy: 37.3545557848716 + --- Workload: 465769000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 445 in the X datas point +-------------- + --- Configuration: 200022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11839826096.634293 + --- Energy: 39.46922201479768 + --- Workload: 467309000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020022-1-0' +--- Neighbour 0 in the list of neghbours, And at position 778 in the X datas point +-------------- + --- Configuration: 020020-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5577369266.464394 + --- Energy: 13.574697742750608 + --- Workload: 75711000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 585 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9783204195.037958 + --- Energy: 30.276377856940353 + --- Workload: 296200000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 696 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9422317701.708267 + --- Energy: 31.27446828861957 + --- Workload: 294678000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 630 in the X datas point +-------------- + --- Configuration: 020022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12661321056.916437 + --- Energy: 36.88800733705025 + --- Workload: 467051000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 339 in the X datas point +-------------- + --- Configuration: 220002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12468874571.85002 + --- Energy: 37.3545557848716 + --- Workload: 465769000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 445 in the X datas point +-------------- + --- Configuration: 200022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11839826096.634293 + --- Energy: 39.46922201479768 + --- Workload: 467309000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 630 in the X datas point +-------------- + --- Configuration: 020022-1-0 + --- Energy efficiency: 12661321056.916437 + --- Energy: 36.88800733705025 + --- Workload: 467051000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (36.88800733705025 mAh) it is NOT far from the median. +--- Median :36.88800733705025, the gap is : 10 +--- So No we don't romove this configuration '020022-1-0' + --- remove_aberrant_points: The value [1.0, 0, 1, 0, 0, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '020220-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020220-2-1' +--- Neighbour 0 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 631 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13940157691.063803 + --- Energy: 53.671785048668475 + --- Workload: 748193000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 743 in the X datas point +-------------- + --- Configuration: 020220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5955429565.134533 + --- Energy: 12.724500572380222 + --- Workload: 75779900000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 374 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 444 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985779259.648788 + --- Energy: 76.30755632960373 + --- Workload: 1067220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020220-2-1' +--- Neighbour 0 in the list of neghbours, And at position 743 in the X datas point +-------------- + --- Configuration: 020220-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5955429565.134533 + --- Energy: 12.724500572380222 + --- Workload: 75779900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 631 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13940157691.063803 + --- Energy: 53.671785048668475 + --- Workload: 748193000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 374 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14357811008.1337 + --- Energy: 74.4883903754354 + --- Workload: 1069490000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 444 in the X datas point +-------------- + --- Configuration: 022220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985779259.648788 + --- Energy: 76.30755632960373 + --- Workload: 1067220000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (55.3938120911074 mAh) it is NOT far from the median. +--- Median :55.3938120911074, the gap is : 10 +--- So No we don't romove this configuration '020220-2-1' + --- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 1, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '101101-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101101-3-0' +--- Neighbour 0 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 368 in the X datas point +-------------- + --- Configuration: 101101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12808082412.325474 + --- Energy: 45.0099417425521 + --- Workload: 576491000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 755 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5933274396.140998 + --- Energy: 12.801274922165252 + --- Workload: 75953500000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101101-3-0' +--- Neighbour 0 in the list of neghbours, And at position 755 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5933274396.140998 + --- Energy: 12.801274922165252 + --- Workload: 75953500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 368 in the X datas point +-------------- + --- Configuration: 101101-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12808082412.325474 + --- Energy: 45.0099417425521 + --- Workload: 576491000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 480 in the X datas point +-------------- + --- Configuration: 100101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12027441811.236517 + --- Energy: 49.41931284357229 + --- Workload: 594388000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 567 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11472757936.280302 + --- Energy: 54.89700632647969 + --- Workload: 629820000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (50.131704402498926 mAh) it is NOT far from the median. +--- Median :50.131704402498926, the gap is : 10 +--- So No we don't romove this configuration '101101-3-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 0, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 0, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '011000-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011000-2-2' +--- Neighbour 0 in the list of neghbours, And at position 633 in the X datas point +-------------- + --- Configuration: 011000-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13654169915.221258 + --- Energy: 71.4589837097857 + --- Workload: 975713000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 329 in the X datas point +-------------- + --- Configuration: 011001-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 540 in the X datas point +-------------- + --- Configuration: 011010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12504532893.173775 + --- Energy: 85.2562842548241 + --- Workload: 1066090000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 545 in the X datas point +-------------- + --- Configuration: 011010-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13560884983.354015 + --- Energy: 77.7920837079026 + --- Workload: 1054930000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 662 in the X datas point +-------------- + --- Configuration: 011100-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12868373270.329777 + --- Energy: 82.64292151495445 + --- Workload: 1063480000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 666 in the X datas point +-------------- + --- Configuration: 010000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12860297304.353083 + --- Energy: 72.53963798699066 + --- Workload: 932881000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011000-2-2' +--- Neighbour 0 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 329 in the X datas point +-------------- + --- Configuration: 011001-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 633 in the X datas point +-------------- + --- Configuration: 011000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13654169915.221258 + --- Energy: 71.4589837097857 + --- Workload: 975713000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 666 in the X datas point +-------------- + --- Configuration: 010000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12860297304.353083 + --- Energy: 72.53963798699066 + --- Workload: 932881000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 545 in the X datas point +-------------- + --- Configuration: 011010-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13560884983.354015 + --- Energy: 77.7920837079026 + --- Workload: 1054930000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 662 in the X datas point +-------------- + --- Configuration: 011100-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12868373270.329777 + --- Energy: 82.64292151495445 + --- Workload: 1063480000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 540 in the X datas point +-------------- + --- Configuration: 011010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12504532893.173775 + --- Energy: 85.2562842548241 + --- Workload: 1066090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 666 in the X datas point +-------------- + --- Configuration: 010000-3-2 + --- Energy efficiency: 12860297304.353083 + --- Energy: 72.53963798699066 + --- Workload: 932881000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (72.53963798699066 mAh) it is NOT far from the median. +--- Median :72.53963798699066, the gap is : 10 +--- So No we don't romove this configuration '011000-2-2' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 0, 0, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 0, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '010010-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010010-1-0' +--- Neighbour 0 in the list of neghbours, And at position 634 in the X datas point +-------------- + --- Configuration: 010010-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8677467220.867573 + --- Energy: 29.01647467870326 + --- Workload: 251789000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 435 in the X datas point +-------------- + --- Configuration: 010010-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12144942603.001259 + --- Energy: 38.33628258038769 + --- Workload: 465592000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 464 in the X datas point +-------------- + --- Configuration: 010110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9252662453.621029 + --- Energy: 32.02904675461461 + --- Workload: 296355000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 585 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9783204195.037958 + --- Energy: 30.276377856940353 + --- Workload: 296200000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 696 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9422317701.708267 + --- Energy: 31.27446828861957 + --- Workload: 294678000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 778 in the X datas point +-------------- + --- Configuration: 020020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5577369266.464394 + --- Energy: 13.574697742750608 + --- Workload: 75711000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 524 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8465178488.288426 + --- Energy: 29.660392939079458 + --- Workload: 251081000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010010-1-0' +--- Neighbour 0 in the list of neghbours, And at position 778 in the X datas point +-------------- + --- Configuration: 020020-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5577369266.464394 + --- Energy: 13.574697742750608 + --- Workload: 75711000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 634 in the X datas point +-------------- + --- Configuration: 010010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8677467220.867573 + --- Energy: 29.01647467870326 + --- Workload: 251789000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 524 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8465178488.288426 + --- Energy: 29.660392939079458 + --- Workload: 251081000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 585 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9783204195.037958 + --- Energy: 30.276377856940353 + --- Workload: 296200000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 696 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9422317701.708267 + --- Energy: 31.27446828861957 + --- Workload: 294678000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 464 in the X datas point +-------------- + --- Configuration: 010110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9252662453.621029 + --- Energy: 32.02904675461461 + --- Workload: 296355000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 435 in the X datas point +-------------- + --- Configuration: 010010-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12144942603.001259 + --- Energy: 38.33628258038769 + --- Workload: 465592000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (30.05234 mAh) it is NOT far from the median. +--- Median :30.05234, the gap is : 10 +--- So No we don't romove this configuration '010010-1-0' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 0, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 0, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '330003-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330003-3-2' +--- Neighbour 0 in the list of neghbours, And at position 635 in the X datas point +-------------- + --- Configuration: 330003-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13484449059.122566 + --- Energy: 94.49408464421893 + --- Workload: 1274200000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 604 in the X datas point +-------------- + --- Configuration: 330003-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13533264764.791859 + --- Energy: 73.38859474562628 + --- Workload: 993187000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 188 in the X datas point +-------------- + --- Configuration: 330303-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14509155276.979774 + --- Energy: 74.9403190398345 + --- Workload: 1087320000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 469 in the X datas point +-------------- + --- Configuration: 330030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 639 in the X datas point +-------------- + --- Configuration: 330033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14337678127.72864 + --- Energy: 96.1514888870947 + --- Workload: 1378590000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330003-3-2' +--- Neighbour 0 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 604 in the X datas point +-------------- + --- Configuration: 330003-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13533264764.791859 + --- Energy: 73.38859474562628 + --- Workload: 993187000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 188 in the X datas point +-------------- + --- Configuration: 330303-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14509155276.979774 + --- Energy: 74.9403190398345 + --- Workload: 1087320000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 469 in the X datas point +-------------- + --- Configuration: 330030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 343 in the X datas point +-------------- + --- Configuration: 220022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14662090139.59776 + --- Energy: 91.26660104513866 + --- Workload: 1338160000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 635 in the X datas point +-------------- + --- Configuration: 330003-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13484449059.122566 + --- Energy: 94.49408464421893 + --- Workload: 1274200000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 639 in the X datas point +-------------- + --- Configuration: 330033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14337678127.72864 + --- Energy: 96.1514888870947 + --- Workload: 1378590000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (94.49408464421893 mAh) is far from the median. +--- Median :83.68676450959153, the gap is : 10 +--- So yes we remove this configuration '330003-3-2' +--- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 0, 1, 3.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '022222-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022222-3-3' +--- Neighbour 0 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 461 in the X datas point +-------------- + --- Configuration: 011111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12672600823.212149 + --- Energy: 85.29350021391399 + --- Workload: 1080890000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 504 in the X datas point +-------------- + --- Configuration: 022022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14551380926.049883 + --- Energy: 88.0748025631995 + --- Workload: 1281610000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 507 in the X datas point +-------------- + --- Configuration: 022222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14938304801.171164 + --- Energy: 95.11984019839312 + --- Workload: 1420930000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 722 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14609780078.98047 + --- Energy: 105.2672237780514 + --- Workload: 1537930000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 777 in the X datas point +-------------- + --- Configuration: 022220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6021448399.197943 + --- Energy: 12.583421405685236 + --- Workload: 75770300000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022222-3-3' +--- Neighbour 0 in the list of neghbours, And at position 777 in the X datas point +-------------- + --- Configuration: 022220-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6021448399.197943 + --- Energy: 12.583421405685236 + --- Workload: 75770300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 461 in the X datas point +-------------- + --- Configuration: 011111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12672600823.212149 + --- Energy: 85.29350021391399 + --- Workload: 1080890000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 504 in the X datas point +-------------- + --- Configuration: 022022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14551380926.049883 + --- Energy: 88.0748025631995 + --- Workload: 1281610000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 507 in the X datas point +-------------- + --- Configuration: 022222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14938304801.171164 + --- Energy: 95.11984019839312 + --- Workload: 1420930000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 722 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14609780078.98047 + --- Energy: 105.2672237780514 + --- Workload: 1537930000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (92.57130206150522 mAh) it is NOT far from the median. +--- Median :92.57130206150522, the gap is : 10 +--- So No we don't romove this configuration '022222-3-3' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 0, 0, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '202200-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202200-3-2' +--- Neighbour 0 in the list of neghbours, And at position 637 in the X datas point +-------------- + --- Configuration: 202200-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13767808660.50236 + --- Energy: 75.38525435820448 + --- Workload: 1037890000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 600 in the X datas point +-------------- + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 416 in the X datas point +-------------- + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 717 in the X datas point +-------------- + --- Configuration: 333300-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977490542.653767 + --- Energy: 88.00551228316039 + --- Workload: 1142090000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 768 in the X datas point +-------------- + --- Configuration: 200202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10604352662.593887 + --- Energy: 17.76713091857071 + --- Workload: 188409000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202200-3-2' +--- Neighbour 0 in the list of neghbours, And at position 768 in the X datas point +-------------- + --- Configuration: 200202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10604352662.593887 + --- Energy: 17.76713091857071 + --- Workload: 188409000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 637 in the X datas point +-------------- + --- Configuration: 202200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13767808660.50236 + --- Energy: 75.38525435820448 + --- Workload: 1037890000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 600 in the X datas point +-------------- + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 416 in the X datas point +-------------- + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 717 in the X datas point +-------------- + --- Configuration: 333300-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977490542.653767 + --- Energy: 88.00551228316039 + --- Workload: 1142090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (75.3849371705881 mAh) it is NOT far from the median. +--- Median :75.3849371705881, the gap is : 10 +--- So No we don't romove this configuration '202200-3-2' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 0, 0, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '003303-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003303-2-2' +--- Neighbour 0 in the list of neghbours, And at position 638 in the X datas point +-------------- + --- Configuration: 003303-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14161738381.709831 + --- Energy: 85.77330898403667 + --- Workload: 1214700000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 598 in the X datas point +-------------- + --- Configuration: 003303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12920497594.203348 + --- Energy: 80.94736701096696 + --- Workload: 1045880000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 320 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15067865666.964005 + --- Energy: 86.55908372523825 + --- Workload: 1304260000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 516 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14984708105.378462 + --- Energy: 87.20829086123818 + --- Workload: 1306790000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 518 in the X datas point +-------------- + --- Configuration: 303303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 531 in the X datas point +-------------- + --- Configuration: 003303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13471279232.675934 + --- Energy: 58.76194644449752 + --- Workload: 791599000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003303-2-2' +--- Neighbour 0 in the list of neghbours, And at position 531 in the X datas point +-------------- + --- Configuration: 003303-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13471279232.675934 + --- Energy: 58.76194644449752 + --- Workload: 791599000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 518 in the X datas point +-------------- + --- Configuration: 303303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 598 in the X datas point +-------------- + --- Configuration: 003303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12920497594.203348 + --- Energy: 80.94736701096696 + --- Workload: 1045880000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 638 in the X datas point +-------------- + --- Configuration: 003303-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14161738381.709831 + --- Energy: 85.77330898403667 + --- Workload: 1214700000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 320 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15067865666.964005 + --- Energy: 86.55908372523825 + --- Workload: 1304260000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 516 in the X datas point +-------------- + --- Configuration: 022202-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14984708105.378462 + --- Energy: 87.20829086123818 + --- Workload: 1306790000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 598 in the X datas point +-------------- + --- Configuration: 003303-1-2 + --- Energy efficiency: 12920497594.203348 + --- Energy: 80.94736701096696 + --- Workload: 1045880000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (80.94736701096696 mAh) it is NOT far from the median. +--- Median :80.94736701096696, the gap is : 10 +--- So No we don't romove this configuration '003303-2-2' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 0, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '330033-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330033-3-3' +--- Neighbour 0 in the list of neghbours, And at position 639 in the X datas point +-------------- + --- Configuration: 330033-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14337678127.72864 + --- Energy: 96.1514888870947 + --- Workload: 1378590000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 594 in the X datas point +-------------- + --- Configuration: 333033-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885404711.826008 + --- Energy: 92.65928549142409 + --- Workload: 1379270000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330033-3-3' +--- Neighbour 0 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 594 in the X datas point +-------------- + --- Configuration: 333033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14885404711.826008 + --- Energy: 92.65928549142409 + --- Workload: 1379270000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 639 in the X datas point +-------------- + --- Configuration: 330033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14337678127.72864 + --- Energy: 96.1514888870947 + --- Workload: 1378590000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 594 in the X datas point +-------------- + --- Configuration: 333033-3-3 + --- Energy efficiency: 14885404711.826008 + --- Energy: 92.65928549142409 + --- Workload: 1379270000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (92.65928549142409 mAh) it is NOT far from the median. +--- Median :92.65928549142409, the gap is : 10 +--- So No we don't romove this configuration '330033-3-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '222022-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222022-1-3' +--- Neighbour 0 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 640 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14620310535.395771 + --- Energy: 81.50438397997827 + --- Workload: 1191620000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222022-1-3' +--- Neighbour 0 in the list of neghbours, And at position 269 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10478138412.017168 + --- Energy: 17.9776183946517 + --- Workload: 188372000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 142 in the X datas point +-------------- + --- Configuration: 222022-0-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13320350431.77916 + --- Energy: 78.8740772526803 + --- Workload: 1050630000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 640 in the X datas point +-------------- + --- Configuration: 222022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14620310535.395771 + --- Energy: 81.50438397997827 + --- Workload: 1191620000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 475 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14914131885.668266 + --- Energy: 85.92125075504671 + --- Workload: 1281440000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 39 in the X datas point +-------------- + --- Configuration: 022022-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12977423176.899149 + --- Energy: 86.69594291794053 + --- Workload: 1125090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 494 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522366622.954342 + --- Energy: 89.21276593255729 + --- Workload: 1295580000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 332 in the X datas point +-------------- + --- Configuration: 222222-1-3 + --- Energy efficiency: 14982687504.58845 + --- Energy: 85.86709418709174 + --- Workload: 1286520000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (85.86709418709174 mAh) it is NOT far from the median. +--- Median :85.86709418709174, the gap is : 10 +--- So No we don't romove this configuration '222022-1-3' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 1, 1, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '222220-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222220-0-0' +--- Neighbour 0 in the list of neghbours, And at position 641 in the X datas point +-------------- + --- Configuration: 222220-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7320161921.981714 + --- Energy: 28.31277417055063 + --- Workload: 207254000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 642 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6051071039.574004 + --- Energy: 26.957077100488743 + --- Workload: 163119000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 724 in the X datas point +-------------- + --- Configuration: 222020-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5766580360.18061 + --- Energy: 28.13171207069184 + --- Workload: 162224000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222220-0-0' +--- Neighbour 0 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 642 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6051071039.574004 + --- Energy: 26.957077100488743 + --- Workload: 163119000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 724 in the X datas point +-------------- + --- Configuration: 222020-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5766580360.18061 + --- Energy: 28.13171207069184 + --- Workload: 162224000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 641 in the X datas point +-------------- + --- Configuration: 222220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7320161921.981714 + --- Energy: 28.31277417055063 + --- Workload: 207254000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 230 in the X datas point +-------------- + --- Configuration: 222222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14263788804.637444 + --- Energy: 41.4528641815209 + --- Workload: 591275000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 307 in the X datas point +-------------- + --- Configuration: 333330-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16232147970.356508 + --- Energy: 56.82057 + --- Workload: 922319899999.9999 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (32.0011057465816 mAh) it is NOT far from the median. +--- Median :32.0011057465816, the gap is : 10 +--- So No we don't romove this configuration '222220-0-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 1, 1, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '220220-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220220-0-0' +--- Neighbour 0 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 642 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6051071039.574004 + --- Energy: 26.957077100488743 + --- Workload: 163119000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 641 in the X datas point +-------------- + --- Configuration: 222220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7320161921.981714 + --- Energy: 28.31277417055063 + --- Workload: 207254000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220220-0-0' +--- Neighbour 0 in the list of neghbours, And at position 273 in the X datas point +-------------- + --- Configuration: 330330-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5536240228.535996 + --- Energy: 13.8323700917135 + --- Workload: 76579500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 642 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6051071039.574004 + --- Energy: 26.957077100488743 + --- Workload: 163119000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 641 in the X datas point +-------------- + --- Configuration: 222220-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7320161921.981714 + --- Energy: 28.31277417055063 + --- Workload: 207254000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 166 in the X datas point +-------------- + --- Configuration: 222220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742671105.396345 + --- Energy: 36.9581904467489 + --- Workload: 433988000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 641 in the X datas point +-------------- + --- Configuration: 222220-0-0 + --- Energy efficiency: 7320161921.981714 + --- Energy: 28.31277417055063 + --- Workload: 207254000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (28.31277417055063 mAh) it is NOT far from the median. +--- Median :28.31277417055063, the gap is : 10 +--- So No we don't romove this configuration '220220-0-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 0, 0, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '100001-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100001-1-1' +--- Neighbour 0 in the list of neghbours, And at position 643 in the X datas point +-------------- + --- Configuration: 100001-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12431780603.935902 + --- Energy: 37.245499593655026 + --- Workload: 463028000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 428 in the X datas point +-------------- + --- Configuration: 100100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12184957913.155367 + --- Energy: 38.48271275814499 + --- Workload: 468910000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 621 in the X datas point +-------------- + --- Configuration: 100000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12660327218.817299 + --- Energy: 51.604696137494564 + --- Workload: 653332000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 678 in the X datas point +-------------- + --- Configuration: 110001-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12657170413.611015 + --- Energy: 62.61500040774629 + --- Workload: 792529000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100001-1-1' +--- Neighbour 0 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 643 in the X datas point +-------------- + --- Configuration: 100001-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12431780603.935902 + --- Energy: 37.245499593655026 + --- Workload: 463028000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 428 in the X datas point +-------------- + --- Configuration: 100100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12184957913.155367 + --- Energy: 38.48271275814499 + --- Workload: 468910000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 621 in the X datas point +-------------- + --- Configuration: 100000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12660327218.817299 + --- Energy: 51.604696137494564 + --- Workload: 653332000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 678 in the X datas point +-------------- + --- Configuration: 110001-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12657170413.611015 + --- Energy: 62.61500040774629 + --- Workload: 792529000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 643 in the X datas point +-------------- + --- Configuration: 100001-1-1 + --- Energy efficiency: 12431780603.935902 + --- Energy: 37.245499593655026 + --- Workload: 463028000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (37.245499593655026 mAh) it is NOT far from the median. +--- Median :37.245499593655026, the gap is : 10 +--- So No we don't romove this configuration '100001-1-1' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 0, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 0, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '202202-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202202-1-0' +--- Neighbour 0 in the list of neghbours, And at position 644 in the X datas point +-------------- + --- Configuration: 202202-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13769969898.845802 + --- Energy: 41.393349766173586 + --- Workload: 569985000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 775 in the X datas point +-------------- + --- Configuration: 101101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5941064638.78327 + --- Energy: 12.77057489674986 + --- Workload: 75870700000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 368 in the X datas point +-------------- + --- Configuration: 101101-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12808082412.325474 + --- Energy: 45.0099417425521 + --- Workload: 576491000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202202-1-0' +--- Neighbour 0 in the list of neghbours, And at position 775 in the X datas point +-------------- + --- Configuration: 101101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5941064638.78327 + --- Energy: 12.77057489674986 + --- Workload: 75870700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 644 in the X datas point +-------------- + --- Configuration: 202202-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13769969898.845802 + --- Energy: 41.393349766173586 + --- Workload: 569985000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 368 in the X datas point +-------------- + --- Configuration: 101101-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12808082412.325474 + --- Energy: 45.0099417425521 + --- Workload: 576491000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 358 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14821951309.889946 + --- Energy: 45.1609465048481 + --- Workload: 669373000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 363 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16239592451.187845 + --- Energy: 47.6246847339546 + --- Workload: 773406000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 211 in the X datas point +-------------- + --- Configuration: 202222-1-0 + --- Energy efficiency: 15170478249.32681 + --- Energy: 44.0672441700072 + --- Workload: 668521000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (44.0672441700072 mAh) it is NOT far from the median. +--- Median :44.0672441700072, the gap is : 10 +--- So No we don't romove this configuration '202202-1-0' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 0, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 0, 1, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '100010-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100010-3-0' +--- Neighbour 0 in the list of neghbours, And at position 645 in the X datas point +-------------- + --- Configuration: 100010-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11294917061.424017 + --- Energy: 49.79470947563472 + --- Workload: 562427000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 526 in the X datas point +-------------- + --- Configuration: 100000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10074338544.11704 + --- Energy: 55.34744693526562 + --- Workload: 557589000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 753 in the X datas point +-------------- + --- Configuration: 101010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5716180219.729967 + --- Energy: 13.04299789746687 + --- Workload: 74556000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 470 in the X datas point +-------------- + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 501 in the X datas point +-------------- + --- Configuration: 000011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10884176040.66328 + --- Energy: 53.28388273452391 + --- Workload: 579951000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 622 in the X datas point +-------------- + --- Configuration: 000010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11230529070.224499 + --- Energy: 65.58873751640105 + --- Workload: 736596000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100010-3-0' +--- Neighbour 0 in the list of neghbours, And at position 753 in the X datas point +-------------- + --- Configuration: 101010-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5716180219.729967 + --- Energy: 13.04299789746687 + --- Workload: 74556000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 645 in the X datas point +-------------- + --- Configuration: 100010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11294917061.424017 + --- Energy: 49.79470947563472 + --- Workload: 562427000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 501 in the X datas point +-------------- + --- Configuration: 000011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10884176040.66328 + --- Energy: 53.28388273452391 + --- Workload: 579951000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 470 in the X datas point +-------------- + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 526 in the X datas point +-------------- + --- Configuration: 100000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10074338544.11704 + --- Energy: 55.34744693526562 + --- Workload: 557589000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 622 in the X datas point +-------------- + --- Configuration: 000010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11230529070.224499 + --- Energy: 65.58873751640105 + --- Workload: 736596000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 295 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 311 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10084408059.511795 + --- Energy: 66.8775 + --- Workload: 674420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 312 in the X datas point +-------------- + --- Configuration: 000000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9848377853.032824 + --- Energy: 77.6323 + --- Workload: 764552224000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 526 in the X datas point +-------------- + --- Configuration: 100000-3-0 + --- Energy efficiency: 10074338544.11704 + --- Energy: 55.34744693526562 + --- Workload: 557589000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (55.34744693526562 mAh) it is NOT far from the median. +--- Median :55.34744693526562, the gap is : 10 +--- So No we don't romove this configuration '100010-3-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 1, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 0, 1, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '202020-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202020-2-3' +--- Neighbour 0 in the list of neghbours, And at position 646 in the X datas point +-------------- + --- Configuration: 202020-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13150575403.426777 + --- Energy: 78.5836408674881 + --- Workload: 1033420000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 266 in the X datas point +-------------- + --- Configuration: 101010-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5883010454.109577 + --- Energy: 12.9248547023353 + --- Workload: 76037200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 705 in the X datas point +-------------- + --- Configuration: 202020-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11739583174.359812 + --- Energy: 83.50940706004823 + --- Workload: 980366000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 756 in the X datas point +-------------- + --- Configuration: 002020-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6012216824.587563 + --- Energy: 12.615399718681916 + --- Workload: 75846500000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202020-2-3' +--- Neighbour 0 in the list of neghbours, And at position 756 in the X datas point +-------------- + --- Configuration: 002020-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6012216824.587563 + --- Energy: 12.615399718681916 + --- Workload: 75846500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 266 in the X datas point +-------------- + --- Configuration: 101010-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5883010454.109577 + --- Energy: 12.9248547023353 + --- Workload: 76037200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 646 in the X datas point +-------------- + --- Configuration: 202020-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13150575403.426777 + --- Energy: 78.5836408674881 + --- Workload: 1033420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 705 in the X datas point +-------------- + --- Configuration: 202020-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11739583174.359812 + --- Energy: 83.50940706004823 + --- Workload: 980366000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 646 in the X datas point +-------------- + --- Configuration: 202020-2-3 + --- Energy efficiency: 13150575403.426777 + --- Energy: 78.5836408674881 + --- Workload: 1033420000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (78.5836408674881 mAh) it is NOT far from the median. +--- Median :78.5836408674881, the gap is : 10 +--- So No we don't romove this configuration '202020-2-3' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 1, 0, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 1, 0, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '001100-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '001100-3-3' +--- Neighbour 0 in the list of neghbours, And at position 647 in the X datas point +-------------- + --- Configuration: 001100-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12879909016.32271 + --- Energy: 72.82903936158382 + --- Workload: 938032000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 392 in the X datas point +-------------- + --- Configuration: 001111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12266206111.514534 + --- Energy: 87.6643983443653 + --- Workload: 1075310000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 600 in the X datas point +-------------- + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 612 in the X datas point +-------------- + --- Configuration: 100100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11460109650.329136 + --- Energy: 77.70891264945926 + --- Workload: 890553000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 662 in the X datas point +-------------- + --- Configuration: 011100-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12868373270.329777 + --- Energy: 82.64292151495445 + --- Workload: 1063480000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 758 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6028999487.535044 + --- Energy: 12.654544813790569 + --- Workload: 76294200000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '001100-3-3' +--- Neighbour 0 in the list of neghbours, And at position 758 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6028999487.535044 + --- Energy: 12.654544813790569 + --- Workload: 76294200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 647 in the X datas point +-------------- + --- Configuration: 001100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12879909016.32271 + --- Energy: 72.82903936158382 + --- Workload: 938032000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 612 in the X datas point +-------------- + --- Configuration: 100100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11460109650.329136 + --- Energy: 77.70891264945926 + --- Workload: 890553000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 600 in the X datas point +-------------- + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 662 in the X datas point +-------------- + --- Configuration: 011100-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12868373270.329777 + --- Energy: 82.64292151495445 + --- Workload: 1063480000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 392 in the X datas point +-------------- + --- Configuration: 001111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12266206111.514534 + --- Energy: 87.6643983443653 + --- Workload: 1075310000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 600 in the X datas point +-------------- + --- Configuration: 002200-3-2 + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (81.66872704524802 mAh) it is NOT far from the median. +--- Median :81.66872704524802, the gap is : 10 +--- So No we don't romove this configuration '001100-3-3' + --- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 0, 0, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 0, 0, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '022002-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022002-3-1' +--- Neighbour 0 in the list of neghbours, And at position 648 in the X datas point +-------------- + --- Configuration: 022002-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14232302487.66415 + --- Energy: 64.65330182509297 + --- Workload: 920166000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 551 in the X datas point +-------------- + --- Configuration: 011001-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12797903191.541098 + --- Energy: 64.71265249480714 + --- Workload: 828186000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 688 in the X datas point +-------------- + --- Configuration: 022202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474880292.739979 + --- Energy: 72.83305131515111 + --- Workload: 1054250000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 731 in the X datas point +-------------- + --- Configuration: 033003-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11710177783.919115 + --- Energy: 96.92513711752248 + --- Workload: 1135010000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 329 in the X datas point +-------------- + --- Configuration: 011001-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 384 in the X datas point +-------------- + --- Configuration: 222022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14768125659.027607 + --- Energy: 80.9276948124698 + --- Workload: 1195150000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022002-3-1' +--- Neighbour 0 in the list of neghbours, And at position 329 in the X datas point +-------------- + --- Configuration: 011001-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 648 in the X datas point +-------------- + --- Configuration: 022002-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14232302487.66415 + --- Energy: 64.65330182509297 + --- Workload: 920166000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 551 in the X datas point +-------------- + --- Configuration: 011001-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12797903191.541098 + --- Energy: 64.71265249480714 + --- Workload: 828186000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 688 in the X datas point +-------------- + --- Configuration: 022202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474880292.739979 + --- Energy: 72.83305131515111 + --- Workload: 1054250000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 384 in the X datas point +-------------- + --- Configuration: 222022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14768125659.027607 + --- Energy: 80.9276948124698 + --- Workload: 1195150000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 731 in the X datas point +-------------- + --- Configuration: 033003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11710177783.919115 + --- Energy: 96.92513711752248 + --- Workload: 1135010000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 688 in the X datas point +-------------- + --- Configuration: 022202-3-1 + --- Energy efficiency: 14474880292.739979 + --- Energy: 72.83305131515111 + --- Workload: 1054250000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (72.83305131515111 mAh) it is NOT far from the median. +--- Median :72.83305131515111, the gap is : 10 +--- So No we don't romove this configuration '022002-3-1' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 0, 0, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 1, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '202222-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202222-1-2' +--- Neighbour 0 in the list of neghbours, And at position 649 in the X datas point +-------------- + --- Configuration: 202222-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14443499197.66362 + --- Energy: 75.01155662770421 + --- Workload: 1083430000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 202022-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 406 in the X datas point +-------------- + --- Configuration: 202222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10660117090.726126 + --- Energy: 17.65816139009 + --- Workload: 188238000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 530 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15452391953.012367 + --- Energy: 81.35830423904434 + --- Workload: 1257180000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202222-1-2' +--- Neighbour 0 in the list of neghbours, And at position 406 in the X datas point +-------------- + --- Configuration: 202222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10660117090.726126 + --- Energy: 17.65816139009 + --- Workload: 188238000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 274 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10520800675.014572 + --- Energy: 17.8171709875973 + --- Workload: 187451000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 91 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15012017119.704325 + --- Energy: 65.8277383833758 + --- Workload: 988207000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 159 in the X datas point +-------------- + --- Configuration: 202222-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14129921805.012732 + --- Energy: 69.5925937545452 + --- Workload: 983338000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 202022-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 649 in the X datas point +-------------- + --- Configuration: 202222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14443499197.66362 + --- Energy: 75.01155662770421 + --- Workload: 1083430000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 530 in the X datas point +-------------- + --- Configuration: 222222-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15452391953.012367 + --- Energy: 81.35830423904434 + --- Workload: 1257180000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 202022-1-2 + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (73.9118250482876 mAh) it is NOT far from the median. +--- Median :73.9118250482876, the gap is : 10 +--- So No we don't romove this configuration '202222-1-2' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 0, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '101101-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101101-0-0' +--- Neighbour 0 in the list of neghbours, And at position 650 in the X datas point +-------------- + --- Configuration: 101101-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6233792140.43487 + --- Energy: 26.21709253261557 + --- Workload: 163432000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 775 in the X datas point +-------------- + --- Configuration: 101101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5941064638.78327 + --- Energy: 12.77057489674986 + --- Workload: 75870700000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 644 in the X datas point +-------------- + --- Configuration: 202202-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13769969898.845802 + --- Energy: 41.393349766173586 + --- Workload: 569985000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 668 in the X datas point +-------------- + --- Configuration: 001100-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3284525287.5601892 + --- Energy: 23.657962241570964 + --- Workload: 77705200000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101101-0-0' +--- Neighbour 0 in the list of neghbours, And at position 775 in the X datas point +-------------- + --- Configuration: 101101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5941064638.78327 + --- Energy: 12.77057489674986 + --- Workload: 75870700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 668 in the X datas point +-------------- + --- Configuration: 001100-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3284525287.5601892 + --- Energy: 23.657962241570964 + --- Workload: 77705200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 650 in the X datas point +-------------- + --- Configuration: 101101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6233792140.43487 + --- Energy: 26.21709253261557 + --- Workload: 163432000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 644 in the X datas point +-------------- + --- Configuration: 202202-1-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13769969898.845802 + --- Energy: 41.393349766173586 + --- Workload: 569985000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (26.767238609212782 mAh) it is NOT far from the median. +--- Median :26.767238609212782, the gap is : 10 +--- So No we don't romove this configuration '101101-0-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 0, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '030300-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030300-3-0' +--- Neighbour 0 in the list of neghbours, And at position 564 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11625825142.93952 + --- Energy: 47.58862500100224 + --- Workload: 553257000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 651 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11668883754.580038 + --- Energy: 47.396418468531486 + --- Workload: 553063000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 584 in the X datas point +-------------- + --- Configuration: 330300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12326960294.86089 + --- Energy: 42.494897108957154 + --- Workload: 523833000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030300-3-0' +--- Neighbour 0 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 584 in the X datas point +-------------- + --- Configuration: 330300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12326960294.86089 + --- Energy: 42.494897108957154 + --- Workload: 523833000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 651 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11668883754.580038 + --- Energy: 47.396418468531486 + --- Workload: 553063000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 564 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11625825142.93952 + --- Energy: 47.58862500100224 + --- Workload: 553257000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 564 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Energy efficiency: 11625825142.93952 + --- Energy: 47.58862500100224 + --- Workload: 553257000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (47.58862500100224 mAh) it is NOT far from the median. +--- Median :47.58862500100224, the gap is : 10 +--- So No we don't romove this configuration '030300-3-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 0, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '330333-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330333-2-3' +--- Neighbour 0 in the list of neghbours, And at position 652 in the X datas point +-------------- + --- Configuration: 330333-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 382 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 548 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14753135779.009829 + --- Energy: 97.4477993087831 + --- Workload: 1437660000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330333-2-3' +--- Neighbour 0 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 74 in the X datas point +-------------- + --- Configuration: 222222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15872839508.132448 + --- Energy: 83.79533601234984 + --- Workload: 1330070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 652 in the X datas point +-------------- + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 382 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 548 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14753135779.009829 + --- Energy: 97.4477993087831 + --- Workload: 1437660000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 399 in the X datas point +-------------- + --- Configuration: 220222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13410884005.240973 + --- Energy: 109.874202798205 + --- Workload: 1473510000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 652 in the X datas point +-------------- + --- Configuration: 330333-2-3 + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (87.19607015727797 mAh) it is NOT far from the median. +--- Median :87.19607015727797, the gap is : 10 +--- So No we don't romove this configuration '330333-2-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '100111-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100111-1-2' +--- Neighbour 0 in the list of neghbours, And at position 653 in the X datas point +-------------- + --- Configuration: 100111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12648173350.804678 + --- Energy: 65.36175990721286 + --- Workload: 826707000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 79 in the X datas point +-------------- + --- Configuration: 100101-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 120 in the X datas point +-------------- + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 255 in the X datas point +-------------- + --- Configuration: 101011-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12918694901.766243 + --- Energy: 64.7867353921133 + --- Workload: 836960000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 455 in the X datas point +-------------- + --- Configuration: 101111-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14337534230.862976 + --- Energy: 42.54593968589113 + --- Workload: 610004000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100111-1-2' +--- Neighbour 0 in the list of neghbours, And at position 455 in the X datas point +-------------- + --- Configuration: 101111-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14337534230.862976 + --- Energy: 42.54593968589113 + --- Workload: 610004000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 120 in the X datas point +-------------- + --- Configuration: 100110-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11691120593.908926 + --- Energy: 51.630790443296 + --- Workload: 603622000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 255 in the X datas point +-------------- + --- Configuration: 101011-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12918694901.766243 + --- Energy: 64.7867353921133 + --- Workload: 836960000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 653 in the X datas point +-------------- + --- Configuration: 100111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12648173350.804678 + --- Energy: 65.36175990721286 + --- Workload: 826707000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 79 in the X datas point +-------------- + --- Configuration: 100101-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (65.20383205963783 mAh) it is NOT far from the median. +--- Median :65.20383205963783, the gap is : 10 +--- So No we don't romove this configuration '100111-1-2' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '033030-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033030-3-0' +--- Neighbour 0 in the list of neghbours, And at position 654 in the X datas point +-------------- + --- Configuration: 033030-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12133492686.537285 + --- Energy: 49.23349758478151 + --- Workload: 597374000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 593 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12530386186.502268 + --- Energy: 65.40226173805877 + --- Workload: 819516000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033030-3-0' +--- Neighbour 0 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 654 in the X datas point +-------------- + --- Configuration: 033030-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12133492686.537285 + --- Energy: 49.23349758478151 + --- Workload: 597374000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 593 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12530386186.502268 + --- Energy: 65.40226173805877 + --- Workload: 819516000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (57.4797738276827 mAh) it is NOT far from the median. +--- Median :57.4797738276827, the gap is : 10 +--- So No we don't romove this configuration '033030-3-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 1, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '001101-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '001101-3-0' +--- Neighbour 0 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 755 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5933274396.140998 + --- Energy: 12.801274922165252 + --- Workload: 75953500000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 560 in the X datas point +-------------- + --- Configuration: 002202-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12755215926.672813 + --- Energy: 62.95852732602467 + --- Workload: 803050000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '001101-3-0' +--- Neighbour 0 in the list of neghbours, And at position 755 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5933274396.140998 + --- Energy: 12.801274922165252 + --- Workload: 75953500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 560 in the X datas point +-------------- + --- Configuration: 002202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12755215926.672813 + --- Energy: 62.95852732602467 + --- Workload: 803050000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (51.17451467754853 mAh) it is NOT far from the median. +--- Median :51.17451467754853, the gap is : 10 +--- So No we don't romove this configuration '001101-3-0' + --- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 0, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '003333-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003333-3-3' +--- Neighbour 0 in the list of neghbours, And at position 656 in the X datas point +-------------- + --- Configuration: 003333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14264907898.62215 + --- Energy: 85.34158691455114 + --- Workload: 1217390000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 722 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14609780078.98047 + --- Energy: 105.2672237780514 + --- Workload: 1537930000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003333-3-3' +--- Neighbour 0 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 656 in the X datas point +-------------- + --- Configuration: 003333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14264907898.62215 + --- Energy: 85.34158691455114 + --- Workload: 1217390000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 722 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14609780078.98047 + --- Energy: 105.2672237780514 + --- Workload: 1537930000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (84.9404936835098 mAh) it is NOT far from the median. +--- Median :84.9404936835098, the gap is : 10 +--- So No we don't romove this configuration '003333-3-3' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '202022-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202022-3-0' +--- Neighbour 0 in the list of neghbours, And at position 657 in the X datas point +-------------- + --- Configuration: 202022-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14577046981.822424 + --- Energy: 55.92467118019403 + --- Workload: 815217000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 544 in the X datas point +-------------- + --- Configuration: 202022-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202022-3-0' +--- Neighbour 0 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 657 in the X datas point +-------------- + --- Configuration: 202022-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14577046981.822424 + --- Energy: 55.92467118019403 + --- Workload: 815217000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 544 in the X datas point +-------------- + --- Configuration: 202022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14733811592.85764 + --- Energy: 72.31670560917817 + --- Workload: 1065500000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 116 in the X datas point +-------------- + --- Configuration: 202222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14122618220.437122 + --- Energy: 87.1615988005907 + --- Workload: 1230950000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (57.5176175818552 mAh) it is NOT far from the median. +--- Median :57.5176175818552, the gap is : 10 +--- So No we don't romove this configuration '202022-3-0' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 1, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 0, 0, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '003000-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 658 in the X datas point +-------------- + --- Configuration: 003000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12284333175.684391 + --- Energy: 71.49261933404156 + --- Workload: 878239000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 420 in the X datas point +-------------- + --- Configuration: 003003-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12601108141.449959 + --- Energy: 86.43365459642617 + --- Workload: 1089160000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 692 in the X datas point +-------------- + --- Configuration: 033030-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11937034530.259785 + --- Energy: 76.02625566802186 + --- Workload: 907528000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 122 in the X datas point +-------------- + --- Configuration: 000300-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11063476697.552206 + --- Energy: 90.2662722413003 + --- Workload: 998659000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 658 in the X datas point +-------------- + --- Configuration: 003000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12284333175.684391 + --- Energy: 71.49261933404156 + --- Workload: 878239000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 692 in the X datas point +-------------- + --- Configuration: 033030-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11937034530.259785 + --- Energy: 76.02625566802186 + --- Workload: 907528000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 420 in the X datas point +-------------- + --- Configuration: 003003-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12601108141.449959 + --- Energy: 86.43365459642617 + --- Workload: 1089160000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 122 in the X datas point +-------------- + --- Configuration: 000300-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11063476697.552206 + --- Energy: 90.2662722413003 + --- Workload: 998659000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 692 in the X datas point +-------------- + --- Configuration: 033030-3-3 + --- Energy efficiency: 11937034530.259785 + --- Energy: 76.02625566802186 + --- Workload: 907528000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (76.02625566802186 mAh) it is NOT far from the median. +--- Median :76.02625566802186, the gap is : 10 +--- So No we don't romove this configuration '003000-3-3' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 0, 0, 0, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 0, 1, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '000333-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000333-2-3' +--- Neighbour 0 in the list of neghbours, And at position 659 in the X datas point +-------------- + --- Configuration: 000333-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14157668288.66353 + --- Energy: 78.13433738304217 + --- Workload: 1106200000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 625 in the X datas point +-------------- + --- Configuration: 000222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13901728679.961353 + --- Energy: 85.57933287675009 + --- Workload: 1189700000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 122 in the X datas point +-------------- + --- Configuration: 000300-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11063476697.552206 + --- Energy: 90.2662722413003 + --- Workload: 998659000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 407 in the X datas point +-------------- + --- Configuration: 303333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8563403439.062821 + --- Energy: 105.00109687320945 + --- Workload: 899168000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 652 in the X datas point +-------------- + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000333-2-3' +--- Neighbour 0 in the list of neghbours, And at position 659 in the X datas point +-------------- + --- Configuration: 000333-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14157668288.66353 + --- Energy: 78.13433738304217 + --- Workload: 1106200000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 625 in the X datas point +-------------- + --- Configuration: 000222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13901728679.961353 + --- Energy: 85.57933287675009 + --- Workload: 1189700000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 652 in the X datas point +-------------- + --- Configuration: 330333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 122 in the X datas point +-------------- + --- Configuration: 000300-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11063476697.552206 + --- Energy: 90.2662722413003 + --- Workload: 998659000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 407 in the X datas point +-------------- + --- Configuration: 303333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8563403439.062821 + --- Energy: 105.00109687320945 + --- Workload: 899168000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 652 in the X datas point +-------------- + --- Configuration: 330333-2-3 + --- Energy efficiency: 14885870034.445902 + --- Energy: 87.19607015727797 + --- Workload: 1297990000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (87.19607015727797 mAh) it is NOT far from the median. +--- Median :87.19607015727797, the gap is : 10 +--- So No we don't romove this configuration '000333-2-3' + --- remove_aberrant_points: The value [2.0, 0, 0, 0, 1, 1, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 0, 0, 1, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '000020-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000020-0-0' +--- Neighbour 0 in the list of neghbours, And at position 660 in the X datas point +-------------- + --- Configuration: 000020-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 1568536414.3571274 + --- Energy: 23.271814457222327 + --- Workload: 36502700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 673 in the X datas point +-------------- + --- Configuration: 200020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8721209108.430794 + --- Energy: 28.854441560215296 + --- Workload: 251645000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 778 in the X datas point +-------------- + --- Configuration: 020020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5577369266.464394 + --- Energy: 13.574697742750608 + --- Workload: 75711000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 250 in the X datas point +-------------- + --- Configuration: 100010-0-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000020-0-0' +--- Neighbour 0 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 778 in the X datas point +-------------- + --- Configuration: 020020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5577369266.464394 + --- Energy: 13.574697742750608 + --- Workload: 75711000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 660 in the X datas point +-------------- + --- Configuration: 000020-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 1568536414.3571274 + --- Energy: 23.271814457222327 + --- Workload: 36502700000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 673 in the X datas point +-------------- + --- Configuration: 200020-1-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 8721209108.430794 + --- Energy: 28.854441560215296 + --- Workload: 251645000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 250 in the X datas point +-------------- + --- Configuration: 100010-0-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 660 in the X datas point +-------------- + --- Configuration: 000020-0-0 + --- Energy efficiency: 1568536414.3571274 + --- Energy: 23.271814457222327 + --- Workload: 36502700000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (23.271814457222327 mAh) it is NOT far from the median. +--- Median :23.271814457222327, the gap is : 10 +--- So No we don't romove this configuration '000020-0-0' + --- remove_aberrant_points: The value [1.0, 0, 0, 0, 0, 1, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '222020-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222020-1-0' +--- Neighbour 0 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 661 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10742142391.394255 + --- Energy: 31.721882777468608 + --- Workload: 340761000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 724 in the X datas point +-------------- + --- Configuration: 222020-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5766580360.18061 + --- Energy: 28.13171207069184 + --- Workload: 162224000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222020-1-0' +--- Neighbour 0 in the list of neghbours, And at position 724 in the X datas point +-------------- + --- Configuration: 222020-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5766580360.18061 + --- Energy: 28.13171207069184 + --- Workload: 162224000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 661 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10742142391.394255 + --- Energy: 31.721882777468608 + --- Workload: 340761000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 209 in the X datas point +-------------- + --- Configuration: 222220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12054278002.99187 + --- Energy: 32.0011057465816 + --- Workload: 385750000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 141 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11459308568.239609 + --- Energy: 33.5555977111976 + --- Workload: 384524000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (32.3911267160719 mAh) it is NOT far from the median. +--- Median :32.3911267160719, the gap is : 10 +--- So No we don't romove this configuration '222020-1-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 0, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '011100-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011100-2-3' +--- Neighbour 0 in the list of neghbours, And at position 662 in the X datas point +-------------- + --- Configuration: 011100-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12868373270.329777 + --- Energy: 82.64292151495445 + --- Workload: 1063480000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 202 in the X datas point +-------------- + --- Configuration: 111101-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12740395334.46723 + --- Energy: 93.4131245697236 + --- Workload: 1190120000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 540 in the X datas point +-------------- + --- Configuration: 011010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12504532893.173775 + --- Energy: 85.2562842548241 + --- Workload: 1066090000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 633 in the X datas point +-------------- + --- Configuration: 011000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13654169915.221258 + --- Energy: 71.4589837097857 + --- Workload: 975713000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 647 in the X datas point +-------------- + --- Configuration: 001100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12879909016.32271 + --- Energy: 72.82903936158382 + --- Workload: 938032000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 55 in the X datas point +-------------- + --- Configuration: 011010-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011100-2-3' +--- Neighbour 0 in the list of neghbours, And at position 55 in the X datas point +-------------- + --- Configuration: 011010-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12057461036.314661 + --- Energy: 68.32437278660214 + --- Workload: 823818000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 633 in the X datas point +-------------- + --- Configuration: 011000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13654169915.221258 + --- Energy: 71.4589837097857 + --- Workload: 975713000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 647 in the X datas point +-------------- + --- Configuration: 001100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12879909016.32271 + --- Energy: 72.82903936158382 + --- Workload: 938032000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 662 in the X datas point +-------------- + --- Configuration: 011100-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12868373270.329777 + --- Energy: 82.64292151495445 + --- Workload: 1063480000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 540 in the X datas point +-------------- + --- Configuration: 011010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12504532893.173775 + --- Energy: 85.2562842548241 + --- Workload: 1066090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 327 in the X datas point +-------------- + --- Configuration: 022202-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14427994927.116983 + --- Energy: 91.64266045689709 + --- Workload: 1322220000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 202 in the X datas point +-------------- + --- Configuration: 111101-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12740395334.46723 + --- Energy: 93.4131245697236 + --- Workload: 1190120000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 565 in the X datas point +-------------- + --- Configuration: 020200-2-3 + --- Energy efficiency: 12356571100.945772 + --- Energy: 82.47916412519714 + --- Workload: 1019160000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (82.47916412519714 mAh) it is NOT far from the median. +--- Median :82.47916412519714, the gap is : 10 +--- So No we don't romove this configuration '011100-2-3' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 0, 0, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '333330-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333330-1-2' +--- Neighbour 0 in the list of neghbours, And at position 454 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13293134893.415646 + --- Energy: 66.54311678610547 + --- Workload: 884567000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 663 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13587842685.392525 + --- Energy: 64.90106538269521 + --- Workload: 881865000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 348 in the X datas point +-------------- + --- Configuration: 333330-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12855040139.862837 + --- Energy: 54.89737027002233 + --- Workload: 705708000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333330-1-2' +--- Neighbour 0 in the list of neghbours, And at position 348 in the X datas point +-------------- + --- Configuration: 333330-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12855040139.862837 + --- Energy: 54.89737027002233 + --- Workload: 705708000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 14 in the X datas point +-------------- + --- Configuration: 333030-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11958775708.378078 + --- Energy: 55.19798222953497 + --- Workload: 660100000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 121 in the X datas point +-------------- + --- Configuration: 333300-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13361213732.655474 + --- Energy: 62.9526389384084 + --- Workload: 841124000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 663 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13587842685.392525 + --- Energy: 64.90106538269521 + --- Workload: 881865000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 454 in the X datas point +-------------- + --- Configuration: 333330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13293134893.415646 + --- Energy: 66.54311678610547 + --- Workload: 884567000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (64.6001284096528 mAh) it is NOT far from the median. +--- Median :64.6001284096528, the gap is : 10 +--- So No we don't romove this configuration '333330-1-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 0, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '222002-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222002-1-2' +--- Neighbour 0 in the list of neghbours, And at position 664 in the X datas point +-------------- + --- Configuration: 222002-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13972451913.80674 + --- Energy: 76.4325894344246 + --- Workload: 1067950000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 177 in the X datas point +-------------- + --- Configuration: 222002-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13620192752.96784 + --- Energy: 65.1406964237598 + --- Workload: 887229000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 502 in the X datas point +-------------- + --- Configuration: 111001-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 202022-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222002-1-2' +--- Neighbour 0 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 502 in the X datas point +-------------- + --- Configuration: 111001-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 177 in the X datas point +-------------- + --- Configuration: 222002-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13620192752.96784 + --- Energy: 65.1406964237598 + --- Workload: 887229000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 202022-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 252 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14598327031.722164 + --- Energy: 75.2161891555095 + --- Workload: 1098030000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 664 in the X datas point +-------------- + --- Configuration: 222002-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13972451913.80674 + --- Energy: 76.4325894344246 + --- Workload: 1067950000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 195 in the X datas point +-------------- + --- Configuration: 222202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14933352448.024466 + --- Energy: 78.5356318543746 + --- Workload: 1172800000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (74.8645087621987 mAh) it is NOT far from the median. +--- Median :74.8645087621987, the gap is : 10 +--- So No we don't romove this configuration '222002-1-2' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 0, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '030333-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030333-2-2' +--- Neighbour 0 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 665 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14846663657.742832 + --- Energy: 77.43016666098337 + --- Workload: 1149580000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 382 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 592 in the X datas point +-------------- + --- Configuration: 020222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14904373539.371391 + --- Energy: 87.53002178089183 + --- Workload: 1304580000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030333-2-2' +--- Neighbour 0 in the list of neghbours, And at position 665 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14846663657.742832 + --- Energy: 77.43016666098337 + --- Workload: 1149580000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 592 in the X datas point +-------------- + --- Configuration: 020222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14904373539.371391 + --- Energy: 87.53002178089183 + --- Workload: 1304580000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 17 in the X datas point +-------------- + --- Configuration: 030333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14498805298.443407 + --- Energy: 91.76824551852016 + --- Workload: 1330530000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 382 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15099786942.006248 + --- Energy: 97.0033907151468 + --- Workload: 1464730000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.43016666098337 mAh) is far from the median. +--- Median :89.99138924115384, the gap is : 10 +--- So yes we remove this configuration '030333-2-2' +--- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 1, 1, 2.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '010000-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010000-3-2' +--- Neighbour 0 in the list of neghbours, And at position 666 in the X datas point +-------------- + --- Configuration: 010000-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12860297304.353083 + --- Energy: 72.53963798699066 + --- Workload: 932881000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 452 in the X datas point +-------------- + --- Configuration: 020000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11844664334.057436 + --- Energy: 85.8782938267127 + --- Workload: 1017200000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 545 in the X datas point +-------------- + --- Configuration: 011010-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13560884983.354015 + --- Energy: 77.7920837079026 + --- Workload: 1054930000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 633 in the X datas point +-------------- + --- Configuration: 011000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13654169915.221258 + --- Energy: 71.4589837097857 + --- Workload: 975713000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010000-3-2' +--- Neighbour 0 in the list of neghbours, And at position 532 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11081302407.634575 + --- Energy: 60.484653752985835 + --- Workload: 670249000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 633 in the X datas point +-------------- + --- Configuration: 011000-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13654169915.221258 + --- Energy: 71.4589837097857 + --- Workload: 975713000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 666 in the X datas point +-------------- + --- Configuration: 010000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12860297304.353083 + --- Energy: 72.53963798699066 + --- Workload: 932881000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 545 in the X datas point +-------------- + --- Configuration: 011010-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13560884983.354015 + --- Energy: 77.7920837079026 + --- Workload: 1054930000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 452 in the X datas point +-------------- + --- Configuration: 020000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11844664334.057436 + --- Energy: 85.8782938267127 + --- Workload: 1017200000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 545 in the X datas point +-------------- + --- Configuration: 011010-3-2 + --- Energy efficiency: 13560884983.354015 + --- Energy: 77.7920837079026 + --- Workload: 1054930000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.7920837079026 mAh) it is NOT far from the median. +--- Median :77.7920837079026, the gap is : 10 +--- So No we don't romove this configuration '010000-3-2' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 1, 0, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '300300-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300300-1-0' +--- Neighbour 0 in the list of neghbours, And at position 667 in the X datas point +-------------- + --- Configuration: 300300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8476515812.9402485 + --- Energy: 29.659992682257588 + --- Workload: 251413000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 712 in the X datas point +-------------- + --- Configuration: 300300-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11916238377.198992 + --- Energy: 39.019265274982374 + --- Workload: 464963000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 742 in the X datas point +-------------- + --- Configuration: 000300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6016955781.391962 + --- Energy: 12.605191807912393 + --- Workload: 75844800000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300300-1-0' +--- Neighbour 0 in the list of neghbours, And at position 742 in the X datas point +-------------- + --- Configuration: 000300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6016955781.391962 + --- Energy: 12.605191807912393 + --- Workload: 75844800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 281 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492386746.144499 + --- Energy: 29.19724 + --- Workload: 160362534000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 303 in the X datas point +-------------- + --- Configuration: 300000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5492368456.744541 + --- Energy: 29.19724 + --- Workload: 160362000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 667 in the X datas point +-------------- + --- Configuration: 300300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8476515812.9402485 + --- Energy: 29.659992682257588 + --- Workload: 251413000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 712 in the X datas point +-------------- + --- Configuration: 300300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11916238377.198992 + --- Energy: 39.019265274982374 + --- Workload: 464963000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 667 in the X datas point +-------------- + --- Configuration: 300300-1-0 + --- Energy efficiency: 8476515812.9402485 + --- Energy: 29.659992682257588 + --- Workload: 251413000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (29.659992682257588 mAh) it is NOT far from the median. +--- Median :29.659992682257588, the gap is : 10 +--- So No we don't romove this configuration '300300-1-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 1, 0, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 1, 0, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '001100-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '001100-0-0' +--- Neighbour 0 in the list of neghbours, And at position 668 in the X datas point +-------------- + --- Configuration: 001100-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 3284525287.5601892 + --- Energy: 23.657962241570964 + --- Workload: 77705200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 650 in the X datas point +-------------- + --- Configuration: 101101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6233792140.43487 + --- Energy: 26.21709253261557 + --- Workload: 163432000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 769 in the X datas point +-------------- + --- Configuration: 001000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6484453522.679377 + --- Energy: 11.76973873612909 + --- Workload: 76320200000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '001100-0-0' +--- Neighbour 0 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 769 in the X datas point +-------------- + --- Configuration: 001000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6484453522.679377 + --- Energy: 11.76973873612909 + --- Workload: 76320200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 668 in the X datas point +-------------- + --- Configuration: 001100-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3284525287.5601892 + --- Energy: 23.657962241570964 + --- Workload: 77705200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 650 in the X datas point +-------------- + --- Configuration: 101101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6233792140.43487 + --- Energy: 26.21709253261557 + --- Workload: 163432000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 668 in the X datas point +-------------- + --- Configuration: 001100-0-0 + --- Energy efficiency: 3284525287.5601892 + --- Energy: 23.657962241570964 + --- Workload: 77705200000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (23.657962241570964 mAh) it is NOT far from the median. +--- Median :23.657962241570964, the gap is : 10 +--- So No we don't romove this configuration '001100-0-0' + --- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 0, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 1, 1, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '020222-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020222-3-0' +--- Neighbour 0 in the list of neghbours, And at position 602 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14237408791.59993 + --- Energy: 62.53995293576916 + --- Workload: 890407000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 669 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14090619592.72473 + --- Energy: 63.503699854423054 + --- Workload: 894807000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 740 in the X datas point +-------------- + --- Configuration: 020222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020222-3-0' +--- Neighbour 0 in the list of neghbours, And at position 740 in the X datas point +-------------- + --- Configuration: 020222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 602 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14237408791.59993 + --- Energy: 62.53995293576916 + --- Workload: 890407000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 669 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14090619592.72473 + --- Energy: 63.503699854423054 + --- Workload: 894807000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 239 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15834385000.403776 + --- Energy: 68.8022036229322 + --- Workload: 1089440000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (58.67863075260059 mAh) it is NOT far from the median. +--- Median :58.67863075260059, the gap is : 10 +--- So No we don't romove this configuration '020222-3-0' + --- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 1, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '110000-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 426 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11352245417.38233 + --- Energy: 42.47266528928453 + --- Workload: 482160000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 670 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11355055554.6093 + --- Energy: 42.151077227704505 + --- Workload: 478628000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 446 in the X datas point +-------------- + --- Configuration: 011000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11398700320.189491 + --- Energy: 41.92258529337472 + --- Workload: 477863000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 446 in the X datas point +-------------- + --- Configuration: 011000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11398700320.189491 + --- Energy: 41.92258529337472 + --- Workload: 477863000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 670 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11355055554.6093 + --- Energy: 42.151077227704505 + --- Workload: 478628000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 426 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11352245417.38233 + --- Energy: 42.47266528928453 + --- Workload: 482160000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 451 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12917092930.73338 + --- Energy: 44.62557467187459 + --- Workload: 576433000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (42.6214864172658 mAh) it is NOT far from the median. +--- Median :42.6214864172658, the gap is : 10 +--- So No we don't romove this configuration '110000-2-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 0, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 1, 0, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '100100-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100100-2-1' +--- Neighbour 0 in the list of neghbours, And at position 671 in the X datas point +-------------- + --- Configuration: 100100-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12819017268.498163 + --- Energy: 54.9760816945145 + --- Workload: 704739000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 428 in the X datas point +-------------- + --- Configuration: 100100-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12184957913.155367 + --- Energy: 38.48271275814499 + --- Workload: 468910000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 613 in the X datas point +-------------- + --- Configuration: 000100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12336586491.191061 + --- Energy: 52.305660553812594 + --- Workload: 645273000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 621 in the X datas point +-------------- + --- Configuration: 100000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12660327218.817299 + --- Energy: 51.604696137494564 + --- Workload: 653332000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 723 in the X datas point +-------------- + --- Configuration: 200200-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12643455810.489769 + --- Energy: 55.917443124663876 + --- Workload: 706990000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 415 in the X datas point +-------------- + --- Configuration: 110101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13709391069.976845 + --- Energy: 58.449843734673564 + --- Workload: 801312000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 541 in the X datas point +-------------- + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100100-2-1' +--- Neighbour 0 in the list of neghbours, And at position 428 in the X datas point +-------------- + --- Configuration: 100100-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12184957913.155367 + --- Energy: 38.48271275814499 + --- Workload: 468910000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 621 in the X datas point +-------------- + --- Configuration: 100000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12660327218.817299 + --- Energy: 51.604696137494564 + --- Workload: 653332000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 613 in the X datas point +-------------- + --- Configuration: 000100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12336586491.191061 + --- Energy: 52.305660553812594 + --- Workload: 645273000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 671 in the X datas point +-------------- + --- Configuration: 100100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12819017268.498163 + --- Energy: 54.9760816945145 + --- Workload: 704739000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 723 in the X datas point +-------------- + --- Configuration: 200200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12643455810.489769 + --- Energy: 55.917443124663876 + --- Workload: 706990000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 541 in the X datas point +-------------- + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 415 in the X datas point +-------------- + --- Configuration: 110101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13709391069.976845 + --- Energy: 58.449843734673564 + --- Workload: 801312000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (52.3623981374209 mAh) it is NOT far from the median. +--- Median :52.3623981374209, the gap is : 10 +--- So No we don't romove this configuration '100100-2-1' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 0, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '011011-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011011-2-2' +--- Neighbour 0 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 256 in the X datas point +-------------- + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 440 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 761 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6079027355.6231 + --- Energy: 12.473598223784801 + --- Workload: 75827400000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011011-2-2' +--- Neighbour 0 in the list of neghbours, And at position 761 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6079027355.6231 + --- Energy: 12.473598223784801 + --- Workload: 75827400000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 85 in the X datas point +-------------- + --- Configuration: 011111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743003093.549995 + --- Energy: 64.6497062836685 + --- Workload: 888481000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 256 in the X datas point +-------------- + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 362 in the X datas point +-------------- + --- Configuration: 011111-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14901908189.343645 + --- Energy: 75.3366281487845 + --- Workload: 1122660000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 440 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (71.21791539618593 mAh) it is NOT far from the median. +--- Median :71.21791539618593, the gap is : 10 +--- So No we don't romove this configuration '011011-2-2' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 1, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 0, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '200020-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200020-1-0' +--- Neighbour 0 in the list of neghbours, And at position 673 in the X datas point +-------------- + --- Configuration: 200020-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8721209108.430794 + --- Energy: 28.854441560215296 + --- Workload: 251645000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 445 in the X datas point +-------------- + --- Configuration: 200022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11839826096.634293 + --- Energy: 39.46922201479768 + --- Workload: 467309000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 617 in the X datas point +-------------- + --- Configuration: 200000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7496364263.332283 + --- Energy: 27.54961888696046 + --- Workload: 206522000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 679 in the X datas point +-------------- + --- Configuration: 100010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8467113730.2716255 + --- Energy: 29.649894317218024 + --- Workload: 251048000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200020-1-0' +--- Neighbour 0 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 617 in the X datas point +-------------- + --- Configuration: 200000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7496364263.332283 + --- Energy: 27.54961888696046 + --- Workload: 206522000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 673 in the X datas point +-------------- + --- Configuration: 200020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8721209108.430794 + --- Energy: 28.854441560215296 + --- Workload: 251645000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 679 in the X datas point +-------------- + --- Configuration: 100010-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8467113730.2716255 + --- Energy: 29.649894317218024 + --- Workload: 251048000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 445 in the X datas point +-------------- + --- Configuration: 200022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11839826096.634293 + --- Energy: 39.46922201479768 + --- Workload: 467309000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 679 in the X datas point +-------------- + --- Configuration: 100010-1-0 + --- Energy efficiency: 8467113730.2716255 + --- Energy: 29.649894317218024 + --- Workload: 251048000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (29.649894317218024 mAh) it is NOT far from the median. +--- Median :29.649894317218024, the gap is : 10 +--- So No we don't romove this configuration '200020-1-0' + --- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '303330-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303330-1-1' +--- Neighbour 0 in the list of neghbours, And at position 457 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 674 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13890586627.254442 + --- Energy: 40.077884631026805 + --- Workload: 556705000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 746 in the X datas point +-------------- + --- Configuration: 303330-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5746300818.847867 + --- Energy: 13.100460968293364 + --- Workload: 75279300000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 49 in the X datas point +-------------- + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303330-1-1' +--- Neighbour 0 in the list of neghbours, And at position 746 in the X datas point +-------------- + --- Configuration: 303330-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5746300818.847867 + --- Energy: 13.100460968293364 + --- Workload: 75279300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 261 in the X datas point +-------------- + --- Configuration: 333330-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5609028291.9387045 + --- Energy: 13.4893048354332 + --- Workload: 75662100000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 49 in the X datas point +-------------- + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 674 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13890586627.254442 + --- Energy: 40.077884631026805 + --- Workload: 556705000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 457 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 370 in the X datas point +-------------- + --- Configuration: 303333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15097712394.617968 + --- Energy: 67.5804517710351 + --- Workload: 1020310000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (39.9195324609141 mAh) it is NOT far from the median. +--- Median :39.9195324609141, the gap is : 10 +--- So No we don't romove this configuration '303330-1-1' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 0, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '110111-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110111-0-0' +--- Neighbour 0 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 675 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7533921481.470321 + --- Energy: 27.536240775049926 + --- Workload: 207456000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 681 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6257234927.885367 + --- Energy: 26.08548752567013 + --- Workload: 163223000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 767 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5911528070.891045 + --- Energy: 12.756494833976223 + --- Workload: 75410500000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110111-0-0' +--- Neighbour 0 in the list of neghbours, And at position 767 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5911528070.891045 + --- Energy: 12.756494833976223 + --- Workload: 75410500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 681 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6257234927.885367 + --- Energy: 26.08548752567013 + --- Workload: 163223000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 675 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7533921481.470321 + --- Energy: 27.536240775049926 + --- Workload: 207456000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 33 in the X datas point +-------------- + --- Configuration: 220222-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14874621812.74041 + --- Energy: 48.32825169162293 + --- Workload: 718865000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (26.767238609212782 mAh) it is NOT far from the median. +--- Median :26.767238609212782, the gap is : 10 +--- So No we don't romove this configuration '110111-0-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 0, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '002022-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002022-2-1' +--- Neighbour 0 in the list of neghbours, And at position 676 in the X datas point +-------------- + --- Configuration: 002022-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14639037922.427738 + --- Energy: 63.03819652563211 + --- Workload: 922819000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 759 in the X datas point +-------------- + --- Configuration: 000022-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10913492022.783005 + --- Energy: 17.236925200640222 + --- Workload: 188115000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 256 in the X datas point +-------------- + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 448 in the X datas point +-------------- + --- Configuration: 001011-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11898288669.140718 + --- Energy: 44.48907436947681 + --- Workload: 529344000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 459 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13313575986.569265 + --- Energy: 58.999551683518746 + --- Workload: 785495000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002022-2-1' +--- Neighbour 0 in the list of neghbours, And at position 759 in the X datas point +-------------- + --- Configuration: 000022-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10913492022.783005 + --- Energy: 17.236925200640222 + --- Workload: 188115000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 448 in the X datas point +-------------- + --- Configuration: 001011-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11898288669.140718 + --- Energy: 44.48907436947681 + --- Workload: 529344000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 459 in the X datas point +-------------- + --- Configuration: 003033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13313575986.569265 + --- Energy: 58.999551683518746 + --- Workload: 785495000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 676 in the X datas point +-------------- + --- Configuration: 002022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639037922.427738 + --- Energy: 63.03819652563211 + --- Workload: 922819000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 256 in the X datas point +-------------- + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 430 in the X datas point +-------------- + --- Configuration: 002022-3-0 + --- Energy efficiency: 12850612909.982742 + --- Energy: 61.59240778326698 + --- Workload: 791500000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (61.59240778326698 mAh) it is NOT far from the median. +--- Median :61.59240778326698, the gap is : 10 +--- So No we don't romove this configuration '002022-2-1' + --- remove_aberrant_points: The value [1.0, 0, 0, 1, 0, 1, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 1, 0, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '003330-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003330-1-3' +--- Neighbour 0 in the list of neghbours, And at position 677 in the X datas point +-------------- + --- Configuration: 003330-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11341636167.116741 + --- Energy: 75.53040676188047 + --- Workload: 856638000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 439 in the X datas point +-------------- + --- Configuration: 033330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 443 in the X datas point +-------------- + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 463 in the X datas point +-------------- + --- Configuration: 002200-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10650251079.669203 + --- Energy: 76.69149413315175 + --- Workload: 816784000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 497 in the X datas point +-------------- + --- Configuration: 033333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14463386659.839949 + --- Energy: 82.92589585237724 + --- Workload: 1199390000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 553 in the X datas point +-------------- + --- Configuration: 002220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13196111369.901518 + --- Energy: 79.03690304614342 + --- Workload: 1042980000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003330-1-3' +--- Neighbour 0 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 481 in the X datas point +-------------- + --- Configuration: 333330-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12550389815.107658 + --- Energy: 74.43416393210141 + --- Workload: 934178000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 677 in the X datas point +-------------- + --- Configuration: 003330-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11341636167.116741 + --- Energy: 75.53040676188047 + --- Workload: 856638000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 463 in the X datas point +-------------- + --- Configuration: 002200-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10650251079.669203 + --- Energy: 76.69149413315175 + --- Workload: 816784000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 553 in the X datas point +-------------- + --- Configuration: 002220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13196111369.901518 + --- Energy: 79.03690304614342 + --- Workload: 1042980000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 61 in the X datas point +-------------- + --- Configuration: 003333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13753001592.597586 + --- Energy: 81.48911064839487 + --- Workload: 1120720000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 497 in the X datas point +-------------- + --- Configuration: 033333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14463386659.839949 + --- Energy: 82.92589585237724 + --- Workload: 1199390000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 154 in the X datas point +-------------- + --- Configuration: 003333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14446232567.00885 + --- Energy: 84.9404936835098 + --- Workload: 1227070000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 439 in the X datas point +-------------- + --- Configuration: 033330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 443 in the X datas point +-------------- + --- Configuration: 303330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11997960346.741053 + --- Energy: 94.73104953565642 + --- Workload: 1136580000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 553 in the X datas point +-------------- + --- Configuration: 002220-2-3 + --- Energy efficiency: 13196111369.901518 + --- Energy: 79.03690304614342 + --- Workload: 1042980000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (79.03690304614342 mAh) it is NOT far from the median. +--- Median :79.03690304614342, the gap is : 10 +--- So No we don't romove this configuration '003330-1-3' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 1, 0, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 0, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '110001-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110001-1-2' +--- Neighbour 0 in the list of neghbours, And at position 678 in the X datas point +-------------- + --- Configuration: 110001-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12657170413.611015 + --- Energy: 62.61500040774629 + --- Workload: 792529000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 502 in the X datas point +-------------- + --- Configuration: 111001-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 254 in the X datas point +-------------- + --- Configuration: 110011-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11783642889.632044 + --- Energy: 56.004272107212 + --- Workload: 659934000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 546 in the X datas point +-------------- + --- Configuration: 110011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14409055803.391315 + --- Energy: 74.74536356458539 + --- Workload: 1077010000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110001-1-2' +--- Neighbour 0 in the list of neghbours, And at position 36 in the X datas point +-------------- + --- Configuration: 110001-0-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11533320339.125751 + --- Energy: 52.516287756608044 + --- Workload: 605687000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 254 in the X datas point +-------------- + --- Configuration: 110011-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11783642889.632044 + --- Energy: 56.004272107212 + --- Workload: 659934000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 678 in the X datas point +-------------- + --- Configuration: 110001-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12657170413.611015 + --- Energy: 62.61500040774629 + --- Workload: 792529000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 502 in the X datas point +-------------- + --- Configuration: 111001-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 80 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13829154623.777847 + --- Energy: 64.195799103128 + --- Workload: 887774000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 246 in the X datas point +-------------- + --- Configuration: 110111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13583376120.968113 + --- Energy: 65.5557580165811 + --- Workload: 890469000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 546 in the X datas point +-------------- + --- Configuration: 110011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14409055803.391315 + --- Energy: 74.74536356458539 + --- Workload: 1077010000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 228 in the X datas point +-------------- + --- Configuration: 111001-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14359934633.577549 + --- Energy: 74.8645087621987 + --- Workload: 1075050000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 165 in the X datas point +-------------- + --- Configuration: 220202-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14123954650.806406 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 502 in the X datas point +-------------- + --- Configuration: 111001-1-2 + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (63.39311214039606 mAh) it is NOT far from the median. +--- Median :63.39311214039606, the gap is : 10 +--- So No we don't romove this configuration '110001-1-2' + --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 0, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 0, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '100010-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100010-1-0' +--- Neighbour 0 in the list of neghbours, And at position 679 in the X datas point +-------------- + --- Configuration: 100010-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8467113730.2716255 + --- Energy: 29.649894317218024 + --- Workload: 251048000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 673 in the X datas point +-------------- + --- Configuration: 200020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8721209108.430794 + --- Energy: 28.854441560215296 + --- Workload: 251645000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 250 in the X datas point +-------------- + --- Configuration: 100010-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 359 in the X datas point +-------------- + --- Configuration: 100011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 4992984856.276931 + --- Energy: 24.1374403681183 + --- Workload: 120518000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100010-1-0' +--- Neighbour 0 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 359 in the X datas point +-------------- + --- Configuration: 100011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 4992984856.276931 + --- Energy: 24.1374403681183 + --- Workload: 120518000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 673 in the X datas point +-------------- + --- Configuration: 200020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8721209108.430794 + --- Energy: 28.854441560215296 + --- Workload: 251645000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 679 in the X datas point +-------------- + --- Configuration: 100010-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8467113730.2716255 + --- Energy: 29.649894317218024 + --- Workload: 251048000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 172 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10871987779.885736 + --- Energy: 31.3934447994613 + --- Workload: 341309000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 250 in the X datas point +-------------- + --- Configuration: 100010-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 679 in the X datas point +-------------- + --- Configuration: 100010-1-0 + --- Energy efficiency: 8467113730.2716255 + --- Energy: 29.649894317218024 + --- Workload: 251048000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (29.649894317218024 mAh) it is NOT far from the median. +--- Median :29.649894317218024, the gap is : 10 +--- So No we don't romove this configuration '100010-1-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '220220-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220220-3-1' +--- Neighbour 0 in the list of neghbours, And at position 680 in the X datas point +-------------- + --- Configuration: 220220-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12953334317.786741 + --- Energy: 68.45824901392889 + --- Workload: 886763000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 204 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 623 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12940377211.995731 + --- Energy: 67.57287611693334 + --- Workload: 874419000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220220-3-1' +--- Neighbour 0 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 623 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12940377211.995731 + --- Energy: 67.57287611693334 + --- Workload: 874419000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 680 in the X datas point +-------------- + --- Configuration: 220220-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12953334317.786741 + --- Energy: 68.45824901392889 + --- Workload: 886763000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 204 in the X datas point +-------------- + --- Configuration: 110110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12597441207.741884 + --- Energy: 69.8226407220911 + --- Workload: 879587000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 680 in the X datas point +-------------- + --- Configuration: 220220-3-1 + --- Energy efficiency: 12953334317.786741 + --- Energy: 68.45824901392889 + --- Workload: 886763000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (68.45824901392889 mAh) it is NOT far from the median. +--- Median :68.45824901392889, the gap is : 10 +--- So No we don't romove this configuration '220220-3-1' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 1, 1, 0, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '010111-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010111-0-0' +--- Neighbour 0 in the list of neghbours, And at position 681 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6257234927.885367 + --- Energy: 26.08548752567013 + --- Workload: 163223000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 767 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5911528070.891045 + --- Energy: 12.756494833976223 + --- Workload: 75410500000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 573 in the X datas point +-------------- + --- Configuration: 000111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 4718027109.783772 + --- Energy: 25.382226466175275 + --- Workload: 119754000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 675 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7533921481.470321 + --- Energy: 27.536240775049926 + --- Workload: 207456000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010111-0-0' +--- Neighbour 0 in the list of neghbours, And at position 767 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5911528070.891045 + --- Energy: 12.756494833976223 + --- Workload: 75410500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 573 in the X datas point +-------------- + --- Configuration: 000111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 4718027109.783772 + --- Energy: 25.382226466175275 + --- Workload: 119754000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 681 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6257234927.885367 + --- Energy: 26.08548752567013 + --- Workload: 163223000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 675 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7533921481.470321 + --- Energy: 27.536240775049926 + --- Workload: 207456000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (26.332761918292903 mAh) it is NOT far from the median. +--- Median :26.332761918292903, the gap is : 10 +--- So No we don't romove this configuration '010111-0-0' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 1, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '300000-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300000-2-2' +--- Neighbour 0 in the list of neghbours, And at position 682 in the X datas point +-------------- + --- Configuration: 300000-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13144404427.03541 + --- Energy: 70.39204293589904 + --- Workload: 925262000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 729 in the X datas point +-------------- + --- Configuration: 300000-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12935790616.11877 + --- Energy: 71.63108945590916 + --- Workload: 926605000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 725 in the X datas point +-------------- + --- Configuration: 300000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11702585803.359112 + --- Energy: 59.58014174819067 + --- Workload: 697242000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 733 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12720752763.265518 + --- Energy: 54.90126391795327 + --- Workload: 698385000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300000-2-2' +--- Neighbour 0 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 733 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12720752763.265518 + --- Energy: 54.90126391795327 + --- Workload: 698385000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 725 in the X datas point +-------------- + --- Configuration: 300000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11702585803.359112 + --- Energy: 59.58014174819067 + --- Workload: 697242000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 682 in the X datas point +-------------- + --- Configuration: 300000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13144404427.03541 + --- Energy: 70.39204293589904 + --- Workload: 925262000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 729 in the X datas point +-------------- + --- Configuration: 300000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12935790616.11877 + --- Energy: 71.63108945590916 + --- Workload: 926605000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (61.70736633784887 mAh) it is NOT far from the median. +--- Median :61.70736633784887, the gap is : 10 +--- So No we don't romove this configuration '300000-2-2' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0, 0, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 0, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '010100-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010100-1-0' +--- Neighbour 0 in the list of neghbours, And at position 683 in the X datas point +-------------- + --- Configuration: 010100-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8609853115.905842 + --- Energy: 29.1448725037754 + --- Workload: 250933000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 464 in the X datas point +-------------- + --- Configuration: 010110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9252662453.621029 + --- Energy: 32.02904675461461 + --- Workload: 296355000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 527 in the X datas point +-------------- + --- Configuration: 011000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8513536523.071684 + --- Energy: 29.34546622830315 + --- Workload: 249834000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 539 in the X datas point +-------------- + --- Configuration: 020200-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12611406007.821594 + --- Energy: 35.941505988108695 + --- Workload: 453273000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010100-1-0' +--- Neighbour 0 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 683 in the X datas point +-------------- + --- Configuration: 010100-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8609853115.905842 + --- Energy: 29.1448725037754 + --- Workload: 250933000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 527 in the X datas point +-------------- + --- Configuration: 011000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8513536523.071684 + --- Energy: 29.34546622830315 + --- Workload: 249834000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 464 in the X datas point +-------------- + --- Configuration: 010110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9252662453.621029 + --- Energy: 32.02904675461461 + --- Workload: 296355000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 539 in the X datas point +-------------- + --- Configuration: 020200-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12611406007.821594 + --- Energy: 35.941505988108695 + --- Workload: 453273000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (30.05234 mAh) it is NOT far from the median. +--- Median :30.05234, the gap is : 10 +--- So No we don't romove this configuration '010100-1-0' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 0, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '033003-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033003-2-0' +--- Neighbour 0 in the list of neghbours, And at position 432 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12711988294.801178 + --- Energy: 62.72069654525214 + --- Workload: 797305000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 684 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12932729116.229023 + --- Energy: 61.75656078333707 + --- Workload: 798681000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 574 in the X datas point +-------------- + --- Configuration: 333033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14444312840.70523 + --- Energy: 70.98779227993477 + --- Workload: 1025370000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 685 in the X datas point +-------------- + --- Configuration: 022000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11527098479.46044 + --- Energy: 41.488651501874486 + --- Workload: 478244000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033003-2-0' +--- Neighbour 0 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 685 in the X datas point +-------------- + --- Configuration: 022000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11527098479.46044 + --- Energy: 41.488651501874486 + --- Workload: 478244000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 684 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12932729116.229023 + --- Energy: 61.75656078333707 + --- Workload: 798681000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 432 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12711988294.801178 + --- Energy: 62.72069654525214 + --- Workload: 797305000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 574 in the X datas point +-------------- + --- Configuration: 333033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14444312840.70523 + --- Energy: 70.98779227993477 + --- Workload: 1025370000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (54.087718626572986 mAh) it is NOT far from the median. +--- Median :54.087718626572986, the gap is : 10 +--- So No we don't romove this configuration '033003-2-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 0, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '022000-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 685 in the X datas point +-------------- + --- Configuration: 022000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11527098479.46044 + --- Energy: 41.488651501874486 + --- Workload: 478244000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 446 in the X datas point +-------------- + --- Configuration: 011000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11398700320.189491 + --- Energy: 41.92258529337472 + --- Workload: 477863000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 689 in the X datas point +-------------- + --- Configuration: 022200-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12524265764.919533 + --- Energy: 42.174782341496964 + --- Workload: 528208000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 432 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12711988294.801178 + --- Energy: 62.72069654525214 + --- Workload: 797305000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022000-2-0' +--- Neighbour 0 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 685 in the X datas point +-------------- + --- Configuration: 022000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11527098479.46044 + --- Energy: 41.488651501874486 + --- Workload: 478244000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 446 in the X datas point +-------------- + --- Configuration: 011000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11398700320.189491 + --- Energy: 41.92258529337472 + --- Workload: 477863000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 689 in the X datas point +-------------- + --- Configuration: 022200-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12524265764.919533 + --- Energy: 42.174782341496964 + --- Workload: 528208000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 432 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12711988294.801178 + --- Energy: 62.72069654525214 + --- Workload: 797305000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 689 in the X datas point +-------------- + --- Configuration: 022200-2-0 + --- Energy efficiency: 12524265764.919533 + --- Energy: 42.174782341496964 + --- Workload: 528208000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (42.174782341496964 mAh) it is NOT far from the median. +--- Median :42.174782341496964, the gap is : 10 +--- So No we don't romove this configuration '022000-2-0' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 0, 0, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '300003-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300003-3-3' +--- Neighbour 0 in the list of neghbours, And at position 686 in the X datas point +-------------- + --- Configuration: 300003-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12797379096.760984 + --- Energy: 88.86270165652928 + --- Workload: 1137210000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 420 in the X datas point +-------------- + --- Configuration: 003003-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12601108141.449959 + --- Energy: 86.43365459642617 + --- Workload: 1089160000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 635 in the X datas point +-------------- + --- Configuration: 330003-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13484449059.122566 + --- Energy: 94.49408464421893 + --- Workload: 1274200000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 639 in the X datas point +-------------- + --- Configuration: 330033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14337678127.72864 + --- Energy: 96.1514888870947 + --- Workload: 1378590000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300003-3-3' +--- Neighbour 0 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 420 in the X datas point +-------------- + --- Configuration: 003003-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12601108141.449959 + --- Energy: 86.43365459642617 + --- Workload: 1089160000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 686 in the X datas point +-------------- + --- Configuration: 300003-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12797379096.760984 + --- Energy: 88.86270165652928 + --- Workload: 1137210000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 635 in the X datas point +-------------- + --- Configuration: 330003-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13484449059.122566 + --- Energy: 94.49408464421893 + --- Workload: 1274200000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 639 in the X datas point +-------------- + --- Configuration: 330033-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14337678127.72864 + --- Energy: 96.1514888870947 + --- Workload: 1378590000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 420 in the X datas point +-------------- + --- Configuration: 003003-3-3 + --- Energy efficiency: 12601108141.449959 + --- Energy: 86.43365459642617 + --- Workload: 1089160000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (86.43365459642617 mAh) it is NOT far from the median. +--- Median :86.43365459642617, the gap is : 10 +--- So No we don't romove this configuration '300003-3-3' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 0, 1, 1, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '000222-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000222-2-2' +--- Neighbour 0 in the list of neghbours, And at position 687 in the X datas point +-------------- + --- Configuration: 000222-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14429639634.179775 + --- Energy: 82.81499880951421 + --- Workload: 1194990000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 592 in the X datas point +-------------- + --- Configuration: 020222-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14904373539.371391 + --- Energy: 87.53002178089183 + --- Workload: 1304580000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 625 in the X datas point +-------------- + --- Configuration: 000222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13901728679.961353 + --- Energy: 85.57933287675009 + --- Workload: 1189700000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 390 in the X datas point +-------------- + --- Configuration: 200222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15542938143.76907 + --- Energy: 66.2043614748613 + --- Workload: 1029010000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 536 in the X datas point +-------------- + --- Configuration: 000022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13874571102.320799 + --- Energy: 80.16963008427506 + --- Workload: 1112320000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000222-2-2' +--- Neighbour 0 in the list of neghbours, And at position 390 in the X datas point +-------------- + --- Configuration: 200222-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15542938143.76907 + --- Energy: 66.2043614748613 + --- Workload: 1029010000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 536 in the X datas point +-------------- + --- Configuration: 000022-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13874571102.320799 + --- Energy: 80.16963008427506 + --- Workload: 1112320000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 687 in the X datas point +-------------- + --- Configuration: 000222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14429639634.179775 + --- Energy: 82.81499880951421 + --- Workload: 1194990000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 625 in the X datas point +-------------- + --- Configuration: 000222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13901728679.961353 + --- Energy: 85.57933287675009 + --- Workload: 1189700000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 592 in the X datas point +-------------- + --- Configuration: 020222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14904373539.371391 + --- Energy: 87.53002178089183 + --- Workload: 1304580000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 181 in the X datas point +-------------- + --- Configuration: 202222-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15385988288.185717 + --- Energy: 91.4259968153942 + --- Workload: 1406680000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 687 in the X datas point +-------------- + --- Configuration: 000222-2-2 + --- Energy efficiency: 14429639634.179775 + --- Energy: 82.81499880951421 + --- Workload: 1194990000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (82.81499880951421 mAh) it is NOT far from the median. +--- Median :82.81499880951421, the gap is : 10 +--- So No we don't romove this configuration '000222-2-2' + --- remove_aberrant_points: The value [1.0, 0, 0, 0, 1, 1, 1, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 0, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '022202-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022202-3-1' +--- Neighbour 0 in the list of neghbours, And at position 688 in the X datas point +-------------- + --- Configuration: 022202-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14474880292.739979 + --- Energy: 72.83305131515111 + --- Workload: 1054250000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 543 in the X datas point +-------------- + --- Configuration: 022222-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15333190223.557913 + --- Energy: 75.06196238428772 + --- Workload: 1150940000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 648 in the X datas point +-------------- + --- Configuration: 022002-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14232302487.66415 + --- Energy: 64.65330182509297 + --- Workload: 920166000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022202-3-1' +--- Neighbour 0 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 648 in the X datas point +-------------- + --- Configuration: 022002-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14232302487.66415 + --- Energy: 64.65330182509297 + --- Workload: 920166000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 688 in the X datas point +-------------- + --- Configuration: 022202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14474880292.739979 + --- Energy: 72.83305131515111 + --- Workload: 1054250000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 543 in the X datas point +-------------- + --- Configuration: 022222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15333190223.557913 + --- Energy: 75.06196238428772 + --- Workload: 1150940000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 251 in the X datas point +-------------- + --- Configuration: 222222-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15790678762.326597 + --- Energy: 79.3720923830505 + --- Workload: 1253340000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 688 in the X datas point +-------------- + --- Configuration: 022202-3-1 + --- Energy efficiency: 14474880292.739979 + --- Energy: 72.83305131515111 + --- Workload: 1054250000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (72.83305131515111 mAh) it is NOT far from the median. +--- Median :72.83305131515111, the gap is : 10 +--- So No we don't romove this configuration '022202-3-1' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 0, 1, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 0, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '022200-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022200-2-0' +--- Neighbour 0 in the list of neghbours, And at position 689 in the X datas point +-------------- + --- Configuration: 022200-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12524265764.919533 + --- Energy: 42.174782341496964 + --- Workload: 528208000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 685 in the X datas point +-------------- + --- Configuration: 022000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11527098479.46044 + --- Energy: 41.488651501874486 + --- Workload: 478244000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022200-2-0' +--- Neighbour 0 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 685 in the X datas point +-------------- + --- Configuration: 022000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11527098479.46044 + --- Energy: 41.488651501874486 + --- Workload: 478244000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 689 in the X datas point +-------------- + --- Configuration: 022200-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12524265764.919533 + --- Energy: 42.174782341496964 + --- Workload: 528208000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (43.85899784030102 mAh) it is NOT far from the median. +--- Median :43.85899784030102, the gap is : 10 +--- So No we don't romove this configuration '022200-2-0' + --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 0, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 0, 0, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '010000-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010000-2-1' +--- Neighbour 0 in the list of neghbours, And at position 690 in the X datas point +-------------- + --- Configuration: 010000-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12479113084.47486 + --- Energy: 52.60822658489953 + --- Workload: 656504000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 329 in the X datas point +-------------- + --- Configuration: 011001-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 426 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11352245417.38233 + --- Energy: 42.47266528928453 + --- Workload: 482160000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 435 in the X datas point +-------------- + --- Configuration: 010010-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12144942603.001259 + --- Energy: 38.33628258038769 + --- Workload: 465592000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010000-2-1' +--- Neighbour 0 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 435 in the X datas point +-------------- + --- Configuration: 010010-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12144942603.001259 + --- Energy: 38.33628258038769 + --- Workload: 465592000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 426 in the X datas point +-------------- + --- Configuration: 110000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11352245417.38233 + --- Energy: 42.47266528928453 + --- Workload: 482160000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 690 in the X datas point +-------------- + --- Configuration: 010000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12479113084.47486 + --- Energy: 52.60822658489953 + --- Workload: 656504000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 329 in the X datas point +-------------- + --- Configuration: 011001-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13549235890.841936 + --- Energy: 55.62139896793428 + --- Workload: 753627000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 299 in the X datas point +-------------- + --- Configuration: 000000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11642112100.11391 + --- Energy: 80.6761 + --- Workload: 939240200000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (52.3623981374209 mAh) it is NOT far from the median. +--- Median :52.3623981374209, the gap is : 10 +--- So No we don't romove this configuration '010000-2-1' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 0, 0, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 1, 1, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '001110-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '001110-2-1' +--- Neighbour 0 in the list of neghbours, And at position 691 in the X datas point +-------------- + --- Configuration: 001110-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13547198439.36274 + --- Energy: 54.82947618628158 + --- Workload: 742786000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 438 in the X datas point +-------------- + --- Configuration: 000110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10984846404.38515 + --- Energy: 74.34214040531062 + --- Workload: 816637000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '001110-2-1' +--- Neighbour 0 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 691 in the X datas point +-------------- + --- Configuration: 001110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13547198439.36274 + --- Energy: 54.82947618628158 + --- Workload: 742786000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 119 in the X datas point +-------------- + --- Configuration: 101111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778842018.612473 + --- Energy: 57.3205072294823 + --- Workload: 847131000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 438 in the X datas point +-------------- + --- Configuration: 000110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10984846404.38515 + --- Energy: 74.34214040531062 + --- Workload: 816637000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 109 in the X datas point +-------------- + --- Configuration: 011110-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11878826466.975676 + --- Energy: 79.1921814190437 + --- Workload: 940710000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (54.9134481539672 mAh) it is NOT far from the median. +--- Median :54.9134481539672, the gap is : 10 +--- So No we don't romove this configuration '001110-2-1' + --- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 1, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 1, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '033030-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033030-3-3' +--- Neighbour 0 in the list of neghbours, And at position 692 in the X datas point +-------------- + --- Configuration: 033030-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11937034530.259785 + --- Energy: 76.02625566802186 + --- Workload: 907528000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 030330-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 439 in the X datas point +-------------- + --- Configuration: 033330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 504 in the X datas point +-------------- + --- Configuration: 022022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14551380926.049883 + --- Energy: 88.0748025631995 + --- Workload: 1281610000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033030-3-3' +--- Neighbour 0 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 030330-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 692 in the X datas point +-------------- + --- Configuration: 033030-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11937034530.259785 + --- Energy: 76.02625566802186 + --- Workload: 907528000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 504 in the X datas point +-------------- + --- Configuration: 022022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14551380926.049883 + --- Energy: 88.0748025631995 + --- Workload: 1281610000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 439 in the X datas point +-------------- + --- Configuration: 033330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12476170514.317654 + --- Energy: 89.40162859050163 + --- Workload: 1115390000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (80.04278396859557 mAh) it is NOT far from the median. +--- Median :80.04278396859557, the gap is : 10 +--- So No we don't romove this configuration '033030-3-3' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 1, 0, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 1, 0, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '110100-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110100-2-2' +--- Neighbour 0 in the list of neghbours, And at position 693 in the X datas point +-------------- + --- Configuration: 110100-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13984468848.896416 + --- Energy: 73.46366427282355 + --- Workload: 1027350000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 511 in the X datas point +-------------- + --- Configuration: 220200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13871530210.112068 + --- Energy: 73.91177263939154 + --- Workload: 1025270000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 216 in the X datas point +-------------- + --- Configuration: 110100-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 415 in the X datas point +-------------- + --- Configuration: 110101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13709391069.976845 + --- Energy: 58.449843734673564 + --- Workload: 801312000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 671 in the X datas point +-------------- + --- Configuration: 100100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12819017268.498163 + --- Energy: 54.9760816945145 + --- Workload: 704739000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 773 in the X datas point +-------------- + --- Configuration: 100101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5895600702.755604 + --- Energy: 12.88737035992497 + --- Workload: 75978600000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110100-2-2' +--- Neighbour 0 in the list of neghbours, And at position 773 in the X datas point +-------------- + --- Configuration: 100101-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5895600702.755604 + --- Energy: 12.88737035992497 + --- Workload: 75978600000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 403 in the X datas point +-------------- + --- Configuration: 010100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13532935104.163002 + --- Energy: 52.3623981374209 + --- Workload: 708617000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 671 in the X datas point +-------------- + --- Configuration: 100100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12819017268.498163 + --- Energy: 54.9760816945145 + --- Workload: 704739000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 415 in the X datas point +-------------- + --- Configuration: 110101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13709391069.976845 + --- Energy: 58.449843734673564 + --- Workload: 801312000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 447 in the X datas point +-------------- + --- Configuration: 020200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13423107073.440504 + --- Energy: 72.91082650802181 + --- Workload: 978690000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 693 in the X datas point +-------------- + --- Configuration: 110100-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13984468848.896416 + --- Energy: 73.46366427282355 + --- Workload: 1027350000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 511 in the X datas point +-------------- + --- Configuration: 220200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13871530210.112068 + --- Energy: 73.91177263939154 + --- Workload: 1025270000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 216 in the X datas point +-------------- + --- Configuration: 110100-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (73.46366427282355 mAh) is far from the median. +--- Median :59.318332001781286, the gap is : 10 +--- So yes we remove this configuration '110100-2-2' +--- remove_aberrant_points: The value [0.0, 1, 1, 0, 1, 0, 0, 2.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 0, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '333003-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333003-2-3' +--- Neighbour 0 in the list of neghbours, And at position 694 in the X datas point +-------------- + --- Configuration: 333003-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14563926900.7381 + --- Energy: 90.43710623240364 + --- Workload: 1317120000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 268 in the X datas point +-------------- + --- Configuration: 222002-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 410 in the X datas point +-------------- + --- Configuration: 022002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13145579404.557837 + --- Energy: 93.70148281455602 + --- Workload: 1231760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 498 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14397604238.654688 + --- Energy: 83.48198615501106 + --- Workload: 1201940000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 594 in the X datas point +-------------- + --- Configuration: 333033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14885404711.826008 + --- Energy: 92.65928549142409 + --- Workload: 1379270000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333003-2-3' +--- Neighbour 0 in the list of neghbours, And at position 268 in the X datas point +-------------- + --- Configuration: 222002-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 258 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15312505263.673683 + --- Energy: 75.3926735584727 + --- Workload: 1154450000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 498 in the X datas point +-------------- + --- Configuration: 333033-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14397604238.654688 + --- Energy: 83.48198615501106 + --- Workload: 1201940000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 694 in the X datas point +-------------- + --- Configuration: 333003-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563926900.7381 + --- Energy: 90.43710623240364 + --- Workload: 1317120000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 594 in the X datas point +-------------- + --- Configuration: 333033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14885404711.826008 + --- Energy: 92.65928549142409 + --- Workload: 1379270000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 410 in the X datas point +-------------- + --- Configuration: 022002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13145579404.557837 + --- Energy: 93.70148281455602 + --- Workload: 1231760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 375 in the X datas point +-------------- + --- Configuration: 333033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14663208104.648384 + --- Energy: 102.002963990619 + --- Workload: 1495690000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (87.9883366652468 mAh) it is NOT far from the median. +--- Median :87.9883366652468, the gap is : 10 +--- So No we don't romove this configuration '333003-2-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 0, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 0, 1, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '333030-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333030-2-3' +--- Neighbour 0 in the list of neghbours, And at position 695 in the X datas point +-------------- + --- Configuration: 333030-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13728569702.694094 + --- Energy: 78.42035817300528 + --- Workload: 1076600000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333030-2-3' +--- Neighbour 0 in the list of neghbours, And at position 264 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5413071485.022031 + --- Energy: 13.9697963651223 + --- Workload: 75619700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 67 in the X datas point +-------------- + --- Configuration: 330330-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13784129504.653522 + --- Energy: 78.20736118066493 + --- Workload: 1078020000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 695 in the X datas point +-------------- + --- Configuration: 333030-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13728569702.694094 + --- Energy: 78.42035817300528 + --- Workload: 1076600000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 355 in the X datas point +-------------- + --- Configuration: 333033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15017968999.908392 + --- Energy: 80.1899268231783 + --- Workload: 1204290000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 488 in the X datas point +-------------- + --- Configuration: 333330-2-3 + --- Energy efficiency: 14243959136.930027 + --- Energy: 78.84746341771039 + --- Workload: 1123100000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (78.84746341771039 mAh) it is NOT far from the median. +--- Median :78.84746341771039, the gap is : 10 +--- So No we don't romove this configuration '333030-2-3' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 1, 0, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 0, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '010011-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010011-1-0' +--- Neighbour 0 in the list of neghbours, And at position 585 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9783204195.037958 + --- Energy: 30.276377856940353 + --- Workload: 296200000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 696 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9422317701.708267 + --- Energy: 31.27446828861957 + --- Workload: 294678000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 630 in the X datas point +-------------- + --- Configuration: 020022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12661321056.916437 + --- Energy: 36.88800733705025 + --- Workload: 467051000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 634 in the X datas point +-------------- + --- Configuration: 010010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8677467220.867573 + --- Energy: 29.01647467870326 + --- Workload: 251789000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 433 in the X datas point +-------------- + --- Configuration: 010111-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13352311418.629679 + --- Energy: 42.04621333129826 + --- Workload: 561414000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010011-1-0' +--- Neighbour 0 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 634 in the X datas point +-------------- + --- Configuration: 010010-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8677467220.867573 + --- Energy: 29.01647467870326 + --- Workload: 251789000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 585 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9783204195.037958 + --- Energy: 30.276377856940353 + --- Workload: 296200000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 696 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9422317701.708267 + --- Energy: 31.27446828861957 + --- Workload: 294678000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 630 in the X datas point +-------------- + --- Configuration: 020022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12661321056.916437 + --- Energy: 36.88800733705025 + --- Workload: 467051000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 433 in the X datas point +-------------- + --- Configuration: 010111-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13352311418.629679 + --- Energy: 42.04621333129826 + --- Workload: 561414000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 696 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Energy efficiency: 9422317701.708267 + --- Energy: 31.27446828861957 + --- Workload: 294678000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (31.27446828861957 mAh) it is NOT far from the median. +--- Median :31.27446828861957, the gap is : 10 +--- So No we don't romove this configuration '010011-1-0' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 0, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 0, 0, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '200000-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200000-1-2' +--- Neighbour 0 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 579 in the X datas point +-------------- + --- Configuration: 200000-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11184606402.516088 + --- Energy: 64.33997409241996 + --- Workload: 719617000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 725 in the X datas point +-------------- + --- Configuration: 300000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11702585803.359112 + --- Energy: 59.58014174819067 + --- Workload: 697242000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 615 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200000-1-2' +--- Neighbour 0 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 725 in the X datas point +-------------- + --- Configuration: 300000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11702585803.359112 + --- Energy: 59.58014174819067 + --- Workload: 697242000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 615 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12670208412.258175 + --- Energy: 62.229672314345905 + --- Workload: 788463000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 579 in the X datas point +-------------- + --- Configuration: 200000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11184606402.516088 + --- Energy: 64.33997409241996 + --- Workload: 719617000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (59.318332001781286 mAh) it is NOT far from the median. +--- Median :59.318332001781286, the gap is : 10 +--- So No we don't romove this configuration '200000-1-2' + --- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 0, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 0, 0, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '003000-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003000-1-2' +--- Neighbour 0 in the list of neghbours, And at position 698 in the X datas point +-------------- + --- Configuration: 003000-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11733357112.937082 + --- Energy: 59.40661316486577 + --- Workload: 697039000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 365 in the X datas point +-------------- + --- Configuration: 033030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12790717009.223387 + --- Energy: 62.0291609855632 + --- Workload: 793397000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 413 in the X datas point +-------------- + --- Configuration: 303000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10778103635.777699 + --- Energy: 74.4831318809973 + --- Workload: 802787000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 431 in the X datas point +-------------- + --- Configuration: 003030-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11942166476.189112 + --- Energy: 38.31727344984162 + --- Workload: 457591000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 598 in the X datas point +-------------- + --- Configuration: 003303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12920497594.203348 + --- Energy: 80.94736701096696 + --- Workload: 1045880000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 699 in the X datas point +-------------- + --- Configuration: 033000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12307419651.010809 + --- Energy: 36.77983717149928 + --- Workload: 452665000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 725 in the X datas point +-------------- + --- Configuration: 300000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11702585803.359112 + --- Energy: 59.58014174819067 + --- Workload: 697242000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 750 in the X datas point +-------------- + --- Configuration: 002000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5682237892.57161 + --- Energy: 13.395917496938448 + --- Workload: 76118600000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003000-1-2' +--- Neighbour 0 in the list of neghbours, And at position 750 in the X datas point +-------------- + --- Configuration: 002000-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5682237892.57161 + --- Energy: 13.395917496938448 + --- Workload: 76118600000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 699 in the X datas point +-------------- + --- Configuration: 033000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12307419651.010809 + --- Energy: 36.77983717149928 + --- Workload: 452665000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 431 in the X datas point +-------------- + --- Configuration: 003030-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11942166476.189112 + --- Energy: 38.31727344984162 + --- Workload: 457591000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 698 in the X datas point +-------------- + --- Configuration: 003000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11733357112.937082 + --- Energy: 59.40661316486577 + --- Workload: 697039000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 725 in the X datas point +-------------- + --- Configuration: 300000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11702585803.359112 + --- Energy: 59.58014174819067 + --- Workload: 697242000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 365 in the X datas point +-------------- + --- Configuration: 033030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12790717009.223387 + --- Energy: 62.0291609855632 + --- Workload: 793397000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 413 in the X datas point +-------------- + --- Configuration: 303000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10778103635.777699 + --- Energy: 74.4831318809973 + --- Workload: 802787000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 598 in the X datas point +-------------- + --- Configuration: 003303-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12920497594.203348 + --- Energy: 80.94736701096696 + --- Workload: 1045880000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 725 in the X datas point +-------------- + --- Configuration: 300000-1-2 + --- Energy efficiency: 11702585803.359112 + --- Energy: 59.58014174819067 + --- Workload: 697242000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (59.58014174819067 mAh) it is NOT far from the median. +--- Median :59.58014174819067, the gap is : 10 +--- So No we don't romove this configuration '003000-1-2' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 0, 0, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 0, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '033000-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033000-1-1' +--- Neighbour 0 in the list of neghbours, And at position 699 in the X datas point +-------------- + --- Configuration: 033000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12307419651.010809 + --- Energy: 36.77983717149928 + --- Workload: 452665000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 365 in the X datas point +-------------- + --- Configuration: 033030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12790717009.223387 + --- Energy: 62.0291609855632 + --- Workload: 793397000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 431 in the X datas point +-------------- + --- Configuration: 003030-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11942166476.189112 + --- Energy: 38.31727344984162 + --- Workload: 457591000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 698 in the X datas point +-------------- + --- Configuration: 003000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11733357112.937082 + --- Energy: 59.40661316486577 + --- Workload: 697039000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033000-1-1' +--- Neighbour 0 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 699 in the X datas point +-------------- + --- Configuration: 033000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12307419651.010809 + --- Energy: 36.77983717149928 + --- Workload: 452665000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 431 in the X datas point +-------------- + --- Configuration: 003030-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11942166476.189112 + --- Energy: 38.31727344984162 + --- Workload: 457591000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 698 in the X datas point +-------------- + --- Configuration: 003000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11733357112.937082 + --- Energy: 59.40661316486577 + --- Workload: 697039000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 365 in the X datas point +-------------- + --- Configuration: 033030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12790717009.223387 + --- Energy: 62.0291609855632 + --- Workload: 793397000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (39.9195324609141 mAh) it is NOT far from the median. +--- Median :39.9195324609141, the gap is : 10 +--- So No we don't romove this configuration '033000-1-1' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 0, 0, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 0, 0, 0, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '220002-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '220002-0-0' +--- Neighbour 0 in the list of neghbours, And at position 700 in the X datas point +-------------- + --- Configuration: 220002-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8919094890.250538 + --- Energy: 32.30311403168223 + --- Workload: 288115000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 339 in the X datas point +-------------- + --- Configuration: 220002-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12468874571.85002 + --- Energy: 37.3545557848716 + --- Workload: 465769000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 587 in the X datas point +-------------- + --- Configuration: 222002-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11068387136.763205 + --- Energy: 35.22248964071155 + --- Workload: 389856000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 241 in the X datas point +-------------- + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '220002-0-0' +--- Neighbour 0 in the list of neghbours, And at position 280 in the X datas point +-------------- + --- Configuration: 200000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5111958755.732292 + --- Energy: 24.78502 + --- Workload: 126699999999.99998 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 283 in the X datas point +-------------- + --- Configuration: 220000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9157643713.790216 + --- Energy: 28.50231 + --- Workload: 261014000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 700 in the X datas point +-------------- + --- Configuration: 220002-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8919094890.250538 + --- Energy: 32.30311403168223 + --- Workload: 288115000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 587 in the X datas point +-------------- + --- Configuration: 222002-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11068387136.763205 + --- Energy: 35.22248964071155 + --- Workload: 389856000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 339 in the X datas point +-------------- + --- Configuration: 220002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12468874571.85002 + --- Energy: 37.3545557848716 + --- Workload: 465769000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 241 in the X datas point +-------------- + --- Configuration: 220202-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14004896111.680643 + --- Energy: 43.9976841972795 + --- Workload: 616183000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 700 in the X datas point +-------------- + --- Configuration: 220002-0-0 + --- Energy efficiency: 8919094890.250538 + --- Energy: 32.30311403168223 + --- Workload: 288115000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (32.30311403168223 mAh) it is NOT far from the median. +--- Median :32.30311403168223, the gap is : 10 +--- So No we don't romove this configuration '220002-0-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 0, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 0, 0, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '002002-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002002-1-0' +--- Neighbour 0 in the list of neghbours, And at position 701 in the X datas point +-------------- + --- Configuration: 002002-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10920273268.918282 + --- Energy: 33.42552978625363 + --- Workload: 365016000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 644 in the X datas point +-------------- + --- Configuration: 202202-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13769969898.845802 + --- Energy: 41.393349766173586 + --- Workload: 569985000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 748 in the X datas point +-------------- + --- Configuration: 003303-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10743134868.240822 + --- Energy: 23.48970283086431 + --- Workload: 252353000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 769 in the X datas point +-------------- + --- Configuration: 001000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6484453522.679377 + --- Energy: 11.76973873612909 + --- Workload: 76320200000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 772 in the X datas point +-------------- + --- Configuration: 202002-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11353933911.02149 + --- Energy: 16.598746445608374 + --- Workload: 188461000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002002-1-0' +--- Neighbour 0 in the list of neghbours, And at position 769 in the X datas point +-------------- + --- Configuration: 001000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6484453522.679377 + --- Energy: 11.76973873612909 + --- Workload: 76320200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 772 in the X datas point +-------------- + --- Configuration: 202002-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11353933911.02149 + --- Energy: 16.598746445608374 + --- Workload: 188461000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 748 in the X datas point +-------------- + --- Configuration: 003303-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10743134868.240822 + --- Energy: 23.48970283086431 + --- Workload: 252353000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 701 in the X datas point +-------------- + --- Configuration: 002002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10920273268.918282 + --- Energy: 33.42552978625363 + --- Workload: 365016000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 644 in the X datas point +-------------- + --- Configuration: 202202-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13769969898.845802 + --- Energy: 41.393349766173586 + --- Workload: 569985000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 701 in the X datas point +-------------- + --- Configuration: 002002-1-0 + --- Energy efficiency: 10920273268.918282 + --- Energy: 33.42552978625363 + --- Workload: 365016000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (33.42552978625363 mAh) it is NOT far from the median. +--- Median :33.42552978625363, the gap is : 10 +--- So No we don't romove this configuration '002002-1-0' + --- remove_aberrant_points: The value [1.0, 0, 0, 1, 0, 0, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 1, 0, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '100101-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100101-1-0' +--- Neighbour 0 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 608 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10844152182.494068 + --- Energy: 31.249086970467445 + --- Workload: 338870000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 616 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10481279386.887081 + --- Energy: 32.55567293709175 + --- Workload: 341225000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 775 in the X datas point +-------------- + --- Configuration: 101101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5941064638.78327 + --- Energy: 12.77057489674986 + --- Workload: 75870700000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100101-1-0' +--- Neighbour 0 in the list of neghbours, And at position 775 in the X datas point +-------------- + --- Configuration: 101101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5941064638.78327 + --- Energy: 12.77057489674986 + --- Workload: 75870700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 608 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10844152182.494068 + --- Energy: 31.249086970467445 + --- Workload: 338870000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 321 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10662526762.942175 + --- Energy: 31.96295936672102 + --- Workload: 340806000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 616 in the X datas point +-------------- + --- Configuration: 100111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10481279386.887081 + --- Energy: 32.55567293709175 + --- Workload: 341225000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 608 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Energy efficiency: 10844152182.494068 + --- Energy: 31.249086970467445 + --- Workload: 338870000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (31.249086970467445 mAh) it is NOT far from the median. +--- Median :31.249086970467445, the gap is : 10 +--- So No we don't romove this configuration '100101-1-0' + --- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 0, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 0, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '111001-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111001-1-0' +--- Neighbour 0 in the list of neghbours, And at position 703 in the X datas point +-------------- + --- Configuration: 111001-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10720963342.88214 + --- Energy: 31.78714877872434 + --- Workload: 340789000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 628 in the X datas point +-------------- + --- Configuration: 111000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9668281269.638697 + --- Energy: 30.617996362116138 + --- Workload: 296022000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111001-1-0' +--- Neighbour 0 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 628 in the X datas point +-------------- + --- Configuration: 111000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9668281269.638697 + --- Energy: 30.617996362116138 + --- Workload: 296022000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 703 in the X datas point +-------------- + --- Configuration: 111001-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10720963342.88214 + --- Energy: 31.78714877872434 + --- Workload: 340789000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (32.51905730105663 mAh) it is NOT far from the median. +--- Median :32.51905730105663, the gap is : 10 +--- So No we don't romove this configuration '111001-1-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 0, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '011111-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011111-1-0' +--- Neighbour 0 in the list of neghbours, And at position 704 in the X datas point +-------------- + --- Configuration: 011111-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11754748918.563099 + --- Energy: 32.64170010691823 + --- Workload: 383695000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 345 in the X datas point +-------------- + --- Configuration: 011111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 610 in the X datas point +-------------- + --- Configuration: 001111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10299849210.207561 + --- Energy: 33.008552866909774 + --- Workload: 339983000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 737 in the X datas point +-------------- + --- Configuration: 011101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5926487844.77343 + --- Energy: 12.82440487818982 + --- Workload: 76003700000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011111-1-0' +--- Neighbour 0 in the list of neghbours, And at position 737 in the X datas point +-------------- + --- Configuration: 011101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5926487844.77343 + --- Energy: 12.82440487818982 + --- Workload: 76003700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 704 in the X datas point +-------------- + --- Configuration: 011111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11754748918.563099 + --- Energy: 32.64170010691823 + --- Workload: 383695000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 610 in the X datas point +-------------- + --- Configuration: 001111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10299849210.207561 + --- Energy: 33.008552866909774 + --- Workload: 339983000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 345 in the X datas point +-------------- + --- Configuration: 011111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 356 in the X datas point +-------------- + --- Configuration: 022222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14586168519.839378 + --- Energy: 45.8860959823931 + --- Workload: 669302000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (34.5550819751672 mAh) it is NOT far from the median. +--- Median :34.5550819751672, the gap is : 10 +--- So No we don't romove this configuration '011111-1-0' + --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 1, 1, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 0, 1, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '202020-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202020-3-3' +--- Neighbour 0 in the list of neghbours, And at position 705 in the X datas point +-------------- + --- Configuration: 202020-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11739583174.359812 + --- Energy: 83.50940706004823 + --- Workload: 980366000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 646 in the X datas point +-------------- + --- Configuration: 202020-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13150575403.426777 + --- Energy: 78.5836408674881 + --- Workload: 1033420000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 266 in the X datas point +-------------- + --- Configuration: 101010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5883010454.109577 + --- Energy: 12.9248547023353 + --- Workload: 76037200000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202020-3-3' +--- Neighbour 0 in the list of neghbours, And at position 266 in the X datas point +-------------- + --- Configuration: 101010-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5883010454.109577 + --- Energy: 12.9248547023353 + --- Workload: 76037200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 646 in the X datas point +-------------- + --- Configuration: 202020-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13150575403.426777 + --- Energy: 78.5836408674881 + --- Workload: 1033420000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 705 in the X datas point +-------------- + --- Configuration: 202020-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11739583174.359812 + --- Energy: 83.50940706004823 + --- Workload: 980366000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 179 in the X datas point +-------------- + --- Configuration: 222022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14657190304.561756 + --- Energy: 95.6220428328611 + --- Workload: 1401550000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (77.17119209715501 mAh) it is NOT far from the median. +--- Median :77.17119209715501, the gap is : 10 +--- So No we don't romove this configuration '202020-3-3' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 1, 0, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '111111-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111111-1-3' +--- Neighbour 0 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 247 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 706 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13008417747.124165 + --- Energy: 74.45417223065692 + --- Workload: 968531000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111111-1-3' +--- Neighbour 0 in the list of neghbours, And at position 65 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14097711236.580742 + --- Energy: 65.20383205963783 + --- Workload: 919225000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 131 in the X datas point +-------------- + --- Configuration: 111111-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13830416959.410492 + --- Energy: 66.3842172994299 + --- Workload: 918121000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 247 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13225816264.315292 + --- Energy: 70.9803740450458 + --- Workload: 938774000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 140 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13229665673.118774 + --- Energy: 71.2294033945321 + --- Workload: 942341000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 706 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13008417747.124165 + --- Energy: 74.45417223065692 + --- Workload: 968531000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 147 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13822617119.034851 + --- Energy: 84.3646166621502 + --- Workload: 1166140000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 706 in the X datas point +-------------- + --- Configuration: 111111-1-3 + --- Energy efficiency: 13008417747.124165 + --- Energy: 74.45417223065692 + --- Workload: 968531000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (74.45417223065692 mAh) it is NOT far from the median. +--- Median :74.45417223065692, the gap is : 10 +--- So No we don't romove this configuration '111111-1-3' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '111100-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111100-3-0' +--- Neighbour 0 in the list of neghbours, And at position 707 in the X datas point +-------------- + --- Configuration: 111100-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12514281924.246046 + --- Energy: 51.769595901132256 + --- Workload: 647859000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 744 in the X datas point +-------------- + --- Configuration: 111110-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6030926591.561527 + --- Energy: 12.568567782753549 + --- Workload: 75800200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 425 in the X datas point +-------------- + --- Configuration: 010100-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10448185359.16682 + --- Energy: 57.70074631354511 + --- Workload: 602868000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 460 in the X datas point +-------------- + --- Configuration: 110101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11763017543.364365 + --- Energy: 58.12337398418788 + --- Workload: 683706000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 470 in the X datas point +-------------- + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111100-3-0' +--- Neighbour 0 in the list of neghbours, And at position 744 in the X datas point +-------------- + --- Configuration: 111110-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6030926591.561527 + --- Energy: 12.568567782753549 + --- Workload: 75800200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 391 in the X datas point +-------------- + --- Configuration: 111000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12373817991.036406 + --- Energy: 42.6850354508384 + --- Workload: 528177000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 707 in the X datas point +-------------- + --- Configuration: 111100-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12514281924.246046 + --- Energy: 51.769595901132256 + --- Workload: 647859000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 470 in the X datas point +-------------- + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 425 in the X datas point +-------------- + --- Configuration: 010100-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10448185359.16682 + --- Energy: 57.70074631354511 + --- Workload: 602868000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 460 in the X datas point +-------------- + --- Configuration: 110101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11763017543.364365 + --- Energy: 58.12337398418788 + --- Workload: 683706000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (52.1586628956498 mAh) it is NOT far from the median. +--- Median :52.1586628956498, the gap is : 10 +--- So No we don't romove this configuration '111100-3-0' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 0, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '303003-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303003-3-0' +--- Neighbour 0 in the list of neghbours, And at position 708 in the X datas point +-------------- + --- Configuration: 303003-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12733095224.452637 + --- Energy: 68.5685659400938 + --- Workload: 873090000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 512 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11872339111.996523 + --- Energy: 50.4557052793426 + --- Workload: 599027000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 605 in the X datas point +-------------- + --- Configuration: 303000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12131240613.452576 + --- Energy: 64.34512219904238 + --- Workload: 780586000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 657 in the X datas point +-------------- + --- Configuration: 202022-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14577046981.822424 + --- Energy: 55.92467118019403 + --- Workload: 815217000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303003-3-0' +--- Neighbour 0 in the list of neghbours, And at position 512 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11872339111.996523 + --- Energy: 50.4557052793426 + --- Workload: 599027000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 657 in the X datas point +-------------- + --- Configuration: 202022-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14577046981.822424 + --- Energy: 55.92467118019403 + --- Workload: 815217000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 605 in the X datas point +-------------- + --- Configuration: 303000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12131240613.452576 + --- Energy: 64.34512219904238 + --- Workload: 780586000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 708 in the X datas point +-------------- + --- Configuration: 303003-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12733095224.452637 + --- Energy: 68.5685659400938 + --- Workload: 873090000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 316 in the X datas point +-------------- + --- Configuration: 333000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13438400120.333483 + --- Energy: 92.14393 + --- Workload: 1238267000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 708 in the X datas point +-------------- + --- Configuration: 303003-3-0 + --- Energy efficiency: 12733095224.452637 + --- Energy: 68.5685659400938 + --- Workload: 873090000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (68.5685659400938 mAh) it is NOT far from the median. +--- Median :68.5685659400938, the gap is : 10 +--- So No we don't romove this configuration '303003-3-0' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 0, 1, 3.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 1, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '030333-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030333-1-1' +--- Neighbour 0 in the list of neghbours, And at position 709 in the X datas point +-------------- + --- Configuration: 030333-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13867452119.154696 + --- Energy: 66.87351339419763 + --- Workload: 927365000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030333-1-1' +--- Neighbour 0 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 709 in the X datas point +-------------- + --- Configuration: 030333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13867452119.154696 + --- Energy: 66.87351339419763 + --- Workload: 927365000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (65.8461101285994 mAh) it is NOT far from the median. +--- Median :65.8461101285994, the gap is : 10 +--- So No we don't romove this configuration '030333-1-1' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 1, 1, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '101000-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101000-1-2' +--- Neighbour 0 in the list of neghbours, And at position 710 in the X datas point +-------------- + --- Configuration: 101000-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11887652176.807428 + --- Energy: 62.71395189420631 + --- Workload: 745522000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 255 in the X datas point +-------------- + --- Configuration: 101011-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12918694901.766243 + --- Energy: 64.7867353921133 + --- Workload: 836960000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 502 in the X datas point +-------------- + --- Configuration: 111001-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 747 in the X datas point +-------------- + --- Configuration: 101100-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5792903692.976104 + --- Energy: 13.162529333531099 + --- Workload: 76249300000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101000-1-2' +--- Neighbour 0 in the list of neghbours, And at position 747 in the X datas point +-------------- + --- Configuration: 101100-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5792903692.976104 + --- Energy: 13.162529333531099 + --- Workload: 76249300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 408 in the X datas point +-------------- + --- Configuration: 000000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16089483270.155294 + --- Energy: 39.92204534168386 + --- Workload: 642325000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 558 in the X datas point +-------------- + --- Configuration: 110000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516412145.425688 + --- Energy: 59.318332001781286 + --- Workload: 742453000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 710 in the X datas point +-------------- + --- Configuration: 101000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11887652176.807428 + --- Energy: 62.71395189420631 + --- Workload: 745522000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 502 in the X datas point +-------------- + --- Configuration: 111001-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13236319932.441824 + --- Energy: 63.39311214039606 + --- Workload: 839092000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 255 in the X datas point +-------------- + --- Configuration: 101011-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12918694901.766243 + --- Energy: 64.7867353921133 + --- Workload: 836960000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (59.21002058329076 mAh) it is NOT far from the median. +--- Median :59.21002058329076, the gap is : 10 +--- So No we don't romove this configuration '101000-1-2' + --- remove_aberrant_points: The value [0.0, 1, 0, 1, 0, 0, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 0, 0, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '200002-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200002-2-0' +--- Neighbour 0 in the list of neghbours, And at position 711 in the X datas point +-------------- + --- Configuration: 200002-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12469045594.31212 + --- Energy: 47.86510196998857 + --- Workload: 596832000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 339 in the X datas point +-------------- + --- Configuration: 220002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12468874571.85002 + --- Energy: 37.3545557848716 + --- Workload: 465769000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 445 in the X datas point +-------------- + --- Configuration: 200022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11839826096.634293 + --- Energy: 39.46922201479768 + --- Workload: 467309000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 509 in the X datas point +-------------- + --- Configuration: 000202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200002-2-0' +--- Neighbour 0 in the list of neghbours, And at position 339 in the X datas point +-------------- + --- Configuration: 220002-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12468874571.85002 + --- Energy: 37.3545557848716 + --- Workload: 465769000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 445 in the X datas point +-------------- + --- Configuration: 200022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11839826096.634293 + --- Energy: 39.46922201479768 + --- Workload: 467309000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 397 in the X datas point +-------------- + --- Configuration: 100101-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12649245282.780205 + --- Energy: 41.7732349755354 + --- Workload: 528400000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 509 in the X datas point +-------------- + --- Configuration: 000202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 711 in the X datas point +-------------- + --- Configuration: 200002-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12469045594.31212 + --- Energy: 47.86510196998857 + --- Workload: 596832000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 110 in the X datas point +-------------- + --- Configuration: 200202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12373986415.837713 + --- Energy: 65.7590425822352 + --- Workload: 813702000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 509 in the X datas point +-------------- + --- Configuration: 000202-2-0 + --- Energy efficiency: 13004797469.786604 + --- Energy: 45.81348523547173 + --- Workload: 595795000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (45.81348523547173 mAh) it is NOT far from the median. +--- Median :45.81348523547173, the gap is : 10 +--- So No we don't romove this configuration '200002-2-0' + --- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 0, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '300300-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300300-1-1' +--- Neighbour 0 in the list of neghbours, And at position 712 in the X datas point +-------------- + --- Configuration: 300300-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11916238377.198992 + --- Energy: 39.019265274982374 + --- Workload: 464963000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 667 in the X datas point +-------------- + --- Configuration: 300300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8476515812.9402485 + --- Energy: 29.659992682257588 + --- Workload: 251413000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 762 in the X datas point +-------------- + --- Configuration: 300300-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6026783023.757579 + --- Energy: 12.58462594133227 + --- Workload: 75844700000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 49 in the X datas point +-------------- + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 457 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 626 in the X datas point +-------------- + --- Configuration: 330300-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12797903191.541098 + --- Energy: 61.958674038002826 + --- Workload: 792941000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300300-1-1' +--- Neighbour 0 in the list of neghbours, And at position 762 in the X datas point +-------------- + --- Configuration: 300300-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6026783023.757579 + --- Energy: 12.58462594133227 + --- Workload: 75844700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 667 in the X datas point +-------------- + --- Configuration: 300300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8476515812.9402485 + --- Energy: 29.659992682257588 + --- Workload: 251413000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 49 in the X datas point +-------------- + --- Configuration: 303300-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10199294208.840748 + --- Energy: 33.55309393673303 + --- Workload: 342218000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 712 in the X datas point +-------------- + --- Configuration: 300300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11916238377.198992 + --- Energy: 39.019265274982374 + --- Workload: 464963000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 457 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 626 in the X datas point +-------------- + --- Configuration: 330300-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12797903191.541098 + --- Energy: 61.958674038002826 + --- Workload: 792941000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (37.46453250408571 mAh) it is NOT far from the median. +--- Median :37.46453250408571, the gap is : 10 +--- So No we don't romove this configuration '300300-1-1' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 1, 0, 0, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 0, 0, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '202002-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202002-2-3' +--- Neighbour 0 in the list of neghbours, And at position 713 in the X datas point +-------------- + --- Configuration: 202002-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12714024713.521238 + --- Energy: 97.24138614826803 + --- Workload: 1236330000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 268 in the X datas point +-------------- + --- Configuration: 222002-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 410 in the X datas point +-------------- + --- Configuration: 022002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13145579404.557837 + --- Energy: 93.70148281455602 + --- Workload: 1231760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 519 in the X datas point +-------------- + --- Configuration: 200022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14287673738.112658 + --- Energy: 84.52879791585856 + --- Workload: 1207720000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202002-2-3' +--- Neighbour 0 in the list of neghbours, And at position 268 in the X datas point +-------------- + --- Configuration: 222002-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10402709697.822088 + --- Energy: 18.1188341516786 + --- Workload: 188485000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 570 in the X datas point +-------------- + --- Configuration: 202000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12257064972.250004 + --- Energy: 76.35579765249746 + --- Workload: 935898000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 519 in the X datas point +-------------- + --- Configuration: 200022-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14287673738.112658 + --- Energy: 84.52879791585856 + --- Workload: 1207720000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 357 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15274754649.253447 + --- Energy: 87.9883366652468 + --- Workload: 1344000000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 410 in the X datas point +-------------- + --- Configuration: 022002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13145579404.557837 + --- Energy: 93.70148281455602 + --- Workload: 1231760000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 713 in the X datas point +-------------- + --- Configuration: 202002-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714024713.521238 + --- Energy: 97.24138614826803 + --- Workload: 1236330000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 132 in the X datas point +-------------- + --- Configuration: 202022-3-3 + --- Energy efficiency: 14080045056.14418 + --- Energy: 90.7376428641244 + --- Workload: 1277590000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (90.7376428641244 mAh) it is NOT far from the median. +--- Median :90.7376428641244, the gap is : 10 +--- So No we don't romove this configuration '202002-2-3' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 0, 1, 2.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '333303-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333303-0-0' +--- Neighbour 0 in the list of neghbours, And at position 550 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 714 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11117855943.716965 + --- Energy: 59.358545626680076 + --- Workload: 659940000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 424 in the X datas point +-------------- + --- Configuration: 033303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333303-0-0' +--- Neighbour 0 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 58 in the X datas point +-------------- + --- Configuration: 333300-0-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10890802281.840895 + --- Energy: 35.64181472293627 + --- Workload: 388168000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 424 in the X datas point +-------------- + --- Configuration: 033303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 550 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 6 in the X datas point +-------------- + --- Configuration: 303303-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 58.54108121624596 + --- Workload: 751419000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 714 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11117855943.716965 + --- Energy: 59.358545626680076 + --- Workload: 659940000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 385 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12421881890.262611 + --- Energy: 63.8914148004144 + --- Workload: 793652000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 308 in the X datas point +-------------- + --- Configuration: 333333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17276238156.558975 + --- Energy: 64.35313 + --- Workload: 1111780000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 306 in the X datas point +-------------- + --- Configuration: 333300-0-0 + --- Energy efficiency: 12877238669.53101 + --- Energy: 53.62951 + --- Workload: 690600000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (53.62951 mAh) it is NOT far from the median. +--- Median :53.62951, the gap is : 10 +--- So No we don't romove this configuration '333303-0-0' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '333303-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333303-2-2' +--- Neighbour 0 in the list of neghbours, And at position 715 in the X datas point +-------------- + --- Configuration: 333303-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14664670316.214285 + --- Energy: 99.6674290491051 + --- Workload: 1461590000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 267 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 334 in the X datas point +-------------- + --- Configuration: 333300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333303-2-2' +--- Neighbour 0 in the list of neghbours, And at position 267 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9880837104.519495 + --- Energy: 25.3623210355619 + --- Workload: 250600000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 334 in the X datas point +-------------- + --- Configuration: 333300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 160 in the X datas point +-------------- + --- Configuration: 333303-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15150114913.62162 + --- Energy: 74.9625159265616 + --- Workload: 1135690000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 32 in the X datas point +-------------- + --- Configuration: 330333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15278348593.857187 + --- Energy: 89.99138924115384 + --- Workload: 1374920000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 20 in the X datas point +-------------- + --- Configuration: 333333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14515768479.29906 + --- Energy: 91.83877298181203 + --- Workload: 1333110000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 715 in the X datas point +-------------- + --- Configuration: 333303-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14664670316.214285 + --- Energy: 99.6674290491051 + --- Workload: 1461590000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 117 in the X datas point +-------------- + --- Configuration: 333333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15222530563.035736 + --- Energy: 102.945501098208 + --- Workload: 1567090000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (99.6674290491051 mAh) is far from the median. +--- Median :83.8645825370609, the gap is : 10 +--- So yes we remove this configuration '333303-2-2' +--- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 1, 2.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 1, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '010110-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010110-2-0' +--- Neighbour 0 in the list of neghbours, And at position 716 in the X datas point +-------------- + --- Configuration: 010110-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11786670689.850264 + --- Energy: 44.887978162079634 + --- Workload: 529080000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 464 in the X datas point +-------------- + --- Configuration: 010110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9252662453.621029 + --- Energy: 32.02904675461461 + --- Workload: 296355000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 743 in the X datas point +-------------- + --- Configuration: 020220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5955429565.134533 + --- Energy: 12.724500572380222 + --- Workload: 75779900000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 345 in the X datas point +-------------- + --- Configuration: 011111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010110-2-0' +--- Neighbour 0 in the list of neghbours, And at position 743 in the X datas point +-------------- + --- Configuration: 020220-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5955429565.134533 + --- Energy: 12.724500572380222 + --- Workload: 75779900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 464 in the X datas point +-------------- + --- Configuration: 010110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9252662453.621029 + --- Energy: 32.02904675461461 + --- Workload: 296355000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 206 in the X datas point +-------------- + --- Configuration: 110110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13517367790.004988 + --- Energy: 42.6214864172658 + --- Workload: 576130000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 716 in the X datas point +-------------- + --- Configuration: 010110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11786670689.850264 + --- Energy: 44.887978162079634 + --- Workload: 529080000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 345 in the X datas point +-------------- + --- Configuration: 011111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13720451293.083933 + --- Energy: 45.25936522348479 + --- Workload: 620979000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 716 in the X datas point +-------------- + --- Configuration: 010110-2-0 + --- Energy efficiency: 11786670689.850264 + --- Energy: 44.887978162079634 + --- Workload: 529080000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (44.887978162079634 mAh) it is NOT far from the median. +--- Median :44.887978162079634, the gap is : 10 +--- So No we don't romove this configuration '010110-2-0' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 1, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 0, 0, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '333300-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333300-3-2' +--- Neighbour 0 in the list of neghbours, And at position 717 in the X datas point +-------------- + --- Configuration: 333300-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12977490542.653767 + --- Energy: 88.00551228316039 + --- Workload: 1142090000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 334 in the X datas point +-------------- + --- Configuration: 333300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 503 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15380805677.362993 + --- Energy: 101.44390963131458 + --- Workload: 1560290000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333300-3-2' +--- Neighbour 0 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 334 in the X datas point +-------------- + --- Configuration: 333300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14628566078.695833 + --- Energy: 73.5143630448687 + --- Workload: 1075410000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 133 in the X datas point +-------------- + --- Configuration: 303300-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12321431651.786486 + --- Energy: 75.3849371705881 + --- Workload: 928850000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 717 in the X datas point +-------------- + --- Configuration: 333300-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12977490542.653767 + --- Energy: 88.00551228316039 + --- Workload: 1142090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 503 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15380805677.362993 + --- Energy: 101.44390963131458 + --- Workload: 1560290000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 214 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14650211549.054768 + --- Energy: 112.252246650916 + --- Workload: 1644520000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (79.7127969833484 mAh) it is NOT far from the median. +--- Median :79.7127969833484, the gap is : 10 +--- So No we don't romove this configuration '333300-3-2' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 0, 3.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '202000-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202000-2-1' +--- Neighbour 0 in the list of neghbours, And at position 718 in the X datas point +-------------- + --- Configuration: 202000-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12501375151.26664 + --- Energy: 55.880391426208845 + --- Workload: 698582000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 620 in the X datas point +-------------- + --- Configuration: 002000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12453749886.359531 + --- Energy: 52.141300619742324 + --- Workload: 649355000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 733 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12720752763.265518 + --- Energy: 54.90126391795327 + --- Workload: 698385000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 222020-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 523 in the X datas point +-------------- + --- Configuration: 202220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202000-2-1' +--- Neighbour 0 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 620 in the X datas point +-------------- + --- Configuration: 002000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12453749886.359531 + --- Energy: 52.141300619742324 + --- Workload: 649355000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 733 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12720752763.265518 + --- Energy: 54.90126391795327 + --- Workload: 698385000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 718 in the X datas point +-------------- + --- Configuration: 202000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12501375151.26664 + --- Energy: 55.880391426208845 + --- Workload: 698582000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 523 in the X datas point +-------------- + --- Configuration: 202220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 222020-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 620 in the X datas point +-------------- + --- Configuration: 002000-2-1 + --- Energy efficiency: 12453749886.359531 + --- Energy: 52.141300619742324 + --- Workload: 649355000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (52.141300619742324 mAh) it is NOT far from the median. +--- Median :52.141300619742324, the gap is : 10 +--- So No we don't romove this configuration '202000-2-1' + --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 0, 1, 1, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '030033-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030033-1-2' +--- Neighbour 0 in the list of neghbours, And at position 719 in the X datas point +-------------- + --- Configuration: 030033-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12443630354.494143 + --- Energy: 85.62206665875647 + --- Workload: 1065450000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030033-1-2' +--- Neighbour 0 in the list of neghbours, And at position 270 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10275897573.963343 + --- Energy: 24.5924899083227 + --- Workload: 252710000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 114 in the X datas point +-------------- + --- Configuration: 030033-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11607890115.069016 + --- Energy: 52.6346324100534 + --- Workload: 610977000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 96 in the X datas point +-------------- + --- Configuration: 033033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14223092043.31785 + --- Energy: 65.4051401275013 + --- Workload: 930263000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 351 in the X datas point +-------------- + --- Configuration: 033033-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13323686983.956947 + --- Energy: 83.3035486563878 + --- Workload: 1109910000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 719 in the X datas point +-------------- + --- Configuration: 030033-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12443630354.494143 + --- Energy: 85.62206665875647 + --- Workload: 1065450000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 190 in the X datas point +-------------- + --- Configuration: 030033-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13852123045.63859 + --- Energy: 89.776899533513 + --- Workload: 1243600000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 187 in the X datas point +-------------- + --- Configuration: 033033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14361976380.293646 + --- Energy: 94.0135655715655 + --- Workload: 1350220000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 336 in the X datas point +-------------- + --- Configuration: 030333-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193940322.997305 + --- Energy: 98.08558334376599 + --- Workload: 1392220000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 156 in the X datas point +-------------- + --- Configuration: 033333-1-2 + --- Energy efficiency: 14313318542.904173 + --- Energy: 82.6335756822963 + --- Workload: 1182760000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (82.6335756822963 mAh) it is NOT far from the median. +--- Median :82.6335756822963, the gap is : 10 +--- So No we don't romove this configuration '030033-1-2' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 0, 1, 1, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 0, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '003300-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003300-2-0' +--- Neighbour 0 in the list of neghbours, And at position 720 in the X datas point +-------------- + --- Configuration: 003300-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11105916010.39958 + --- Energy: 43.401448789067906 + --- Workload: 482013000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 618 in the X datas point +-------------- + --- Configuration: 003300-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10679504855.436882 + --- Energy: 57.61668750338357 + --- Workload: 615318000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 467 in the X datas point +-------------- + --- Configuration: 003300-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 689 in the X datas point +-------------- + --- Configuration: 022200-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12524265764.919533 + --- Energy: 42.174782341496964 + --- Workload: 528208000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 739 in the X datas point +-------------- + --- Configuration: 002220-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5804639067.542781 + --- Energy: 13.05030508081098 + --- Workload: 75752500000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 742 in the X datas point +-------------- + --- Configuration: 000300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6016955781.391962 + --- Energy: 12.605191807912393 + --- Workload: 75844800000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003300-2-0' +--- Neighbour 0 in the list of neghbours, And at position 742 in the X datas point +-------------- + --- Configuration: 000300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6016955781.391962 + --- Energy: 12.605191807912393 + --- Workload: 75844800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 739 in the X datas point +-------------- + --- Configuration: 002220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5804639067.542781 + --- Energy: 13.05030508081098 + --- Workload: 75752500000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 689 in the X datas point +-------------- + --- Configuration: 022200-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12524265764.919533 + --- Energy: 42.174782341496964 + --- Workload: 528208000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 720 in the X datas point +-------------- + --- Configuration: 003300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11105916010.39958 + --- Energy: 43.401448789067906 + --- Workload: 482013000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 422 in the X datas point +-------------- + --- Configuration: 033000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11012924768.508322 + --- Energy: 43.85899784030102 + --- Workload: 483016000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 618 in the X datas point +-------------- + --- Configuration: 003300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10679504855.436882 + --- Energy: 57.61668750338357 + --- Workload: 615318000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 467 in the X datas point +-------------- + --- Configuration: 003300-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11503455638.073677 + --- Energy: 68.68847048358467 + --- Workload: 790155000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 720 in the X datas point +-------------- + --- Configuration: 003300-2-0 + --- Energy efficiency: 11105916010.39958 + --- Energy: 43.401448789067906 + --- Workload: 482013000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (43.401448789067906 mAh) it is NOT far from the median. +--- Median :43.401448789067906, the gap is : 10 +--- So No we don't romove this configuration '003300-2-0' + --- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 0, 0, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 0, 1, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '111010-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111010-1-1' +--- Neighbour 0 in the list of neghbours, And at position 721 in the X datas point +-------------- + --- Configuration: 111010-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13671885681.160686 + --- Energy: 40.784636165372405 + --- Workload: 557603000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 243 in the X datas point +-------------- + --- Configuration: 111011-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14576855743.06251 + --- Energy: 41.794008855435 + --- Workload: 609225000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111010-1-1' +--- Neighbour 0 in the list of neghbours, And at position 89 in the X datas point +-------------- + --- Configuration: 111110-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11913313962.28483 + --- Energy: 32.3869731002721 + --- Workload: 385836000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 721 in the X datas point +-------------- + --- Configuration: 111010-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13671885681.160686 + --- Energy: 40.784636165372405 + --- Workload: 557603000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 243 in the X datas point +-------------- + --- Configuration: 111011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14576855743.06251 + --- Energy: 41.794008855435 + --- Workload: 609225000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 100 in the X datas point +-------------- + --- Configuration: 011010-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13585184541.146809 + --- Energy: 54.7592147928153 + --- Workload: 743914000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 27 in the X datas point +-------------- + --- Configuration: 111011-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14204444570.706173 + --- Energy: 58.70580259207987 + --- Workload: 833883000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 5 in the X datas point +-------------- + --- Configuration: 111110-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14014690198.265823 + --- Energy: 63.44082042960884 + --- Workload: 889103000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 721 in the X datas point +-------------- + --- Configuration: 111010-1-1 + --- Energy efficiency: 13671885681.160686 + --- Energy: 40.784636165372405 + --- Workload: 557603000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (40.784636165372405 mAh) it is NOT far from the median. +--- Median :40.784636165372405, the gap is : 10 +--- So No we don't romove this configuration '111010-1-1' + --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 1, 0, 1.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '033333-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033333-3-3' +--- Neighbour 0 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 722 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14609780078.98047 + --- Energy: 105.2672237780514 + --- Workload: 1537930000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 310 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17270333243.662476 + --- Energy: 123.82321 + --- Workload: 2138468100000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 656 in the X datas point +-------------- + --- Configuration: 003333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14264907898.62215 + --- Energy: 85.34158691455114 + --- Workload: 1217390000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033333-3-3' +--- Neighbour 0 in the list of neghbours, And at position 53 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15988488288.432327 + --- Energy: 77.67467453614748 + --- Workload: 1241900000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 656 in the X datas point +-------------- + --- Configuration: 003333-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14264907898.62215 + --- Energy: 85.34158691455114 + --- Workload: 1217390000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 191 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15338505477.380306 + --- Energy: 99.8453916327805 + --- Workload: 1531480000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 101 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15302944745.657406 + --- Energy: 103.605542776513 + --- Workload: 1585470000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 722 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14609780078.98047 + --- Energy: 105.2672237780514 + --- Workload: 1537930000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 310 in the X datas point +-------------- + --- Configuration: 333333-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 17270333243.662476 + --- Energy: 123.82321 + --- Workload: 2138468100000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 393 in the X datas point +-------------- + --- Configuration: 033333-3-3 + --- Energy efficiency: 15121089686.207148 + --- Energy: 96.9268799133665 + --- Workload: 1465640000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (96.9268799133665 mAh) it is NOT far from the median. +--- Median :96.9268799133665, the gap is : 10 +--- So No we don't romove this configuration '033333-3-3' + --- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 1, 1, 3.0, 3.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 1, 0, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '200200-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200200-2-1' +--- Neighbour 0 in the list of neghbours, And at position 723 in the X datas point +-------------- + --- Configuration: 200200-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12643455810.489769 + --- Energy: 55.917443124663876 + --- Workload: 706990000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 671 in the X datas point +-------------- + --- Configuration: 100100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12819017268.498163 + --- Energy: 54.9760816945145 + --- Workload: 704739000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 762 in the X datas point +-------------- + --- Configuration: 300300-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6026783023.757579 + --- Energy: 12.58462594133227 + --- Workload: 75844700000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 390 in the X datas point +-------------- + --- Configuration: 200222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15542938143.76907 + --- Energy: 66.2043614748613 + --- Workload: 1029010000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 428 in the X datas point +-------------- + --- Configuration: 100100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12184957913.155367 + --- Energy: 38.48271275814499 + --- Workload: 468910000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 511 in the X datas point +-------------- + --- Configuration: 220200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13871530210.112068 + --- Energy: 73.91177263939154 + --- Workload: 1025270000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 523 in the X datas point +-------------- + --- Configuration: 202220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200200-2-1' +--- Neighbour 0 in the list of neghbours, And at position 762 in the X datas point +-------------- + --- Configuration: 300300-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6026783023.757579 + --- Energy: 12.58462594133227 + --- Workload: 75844700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 428 in the X datas point +-------------- + --- Configuration: 100100-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12184957913.155367 + --- Energy: 38.48271275814499 + --- Workload: 468910000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 291 in the X datas point +-------------- + --- Configuration: 200000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14322613248.733103 + --- Energy: 42.7422 + --- Workload: 612180000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 671 in the X datas point +-------------- + --- Configuration: 100100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12819017268.498163 + --- Energy: 54.9760816945145 + --- Workload: 704739000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 723 in the X datas point +-------------- + --- Configuration: 200200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12643455810.489769 + --- Energy: 55.917443124663876 + --- Workload: 706990000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 523 in the X datas point +-------------- + --- Configuration: 202220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 390 in the X datas point +-------------- + --- Configuration: 200222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15542938143.76907 + --- Energy: 66.2043614748613 + --- Workload: 1029010000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 511 in the X datas point +-------------- + --- Configuration: 220200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13871530210.112068 + --- Energy: 73.91177263939154 + --- Workload: 1025270000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (53.677951058628 mAh) it is NOT far from the median. +--- Median :53.677951058628, the gap is : 10 +--- So No we don't romove this configuration '200200-2-1' + --- remove_aberrant_points: The value [1.0, 1, 0, 0, 1, 0, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 0, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '222020-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222020-0-0' +--- Neighbour 0 in the list of neghbours, And at position 724 in the X datas point +-------------- + --- Configuration: 222020-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5766580360.18061 + --- Energy: 28.13171207069184 + --- Workload: 162224000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 388 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 641 in the X datas point +-------------- + --- Configuration: 222220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7320161921.981714 + --- Energy: 28.31277417055063 + --- Workload: 207254000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 661 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10742142391.394255 + --- Energy: 31.721882777468608 + --- Workload: 340761000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222020-0-0' +--- Neighbour 0 in the list of neghbours, And at position 69 in the X datas point +-------------- + --- Configuration: 220220-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6218480079.099067 + --- Energy: 26.274511449565598 + --- Workload: 163388000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 724 in the X datas point +-------------- + --- Configuration: 222020-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5766580360.18061 + --- Energy: 28.13171207069184 + --- Workload: 162224000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 641 in the X datas point +-------------- + --- Configuration: 222220-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7320161921.981714 + --- Energy: 28.31277417055063 + --- Workload: 207254000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 661 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10742142391.394255 + --- Energy: 31.721882777468608 + --- Workload: 340761000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 64 in the X datas point +-------------- + --- Configuration: 220020-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10312116840.40865 + --- Energy: 33.23255472087933 + --- Workload: 342698000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 388 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 107 in the X datas point +-------------- + --- Configuration: 333033-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11838060073.41965 + --- Energy: 55.6549041743458 + --- Workload: 658846000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 286 in the X datas point +-------------- + --- Configuration: 222000-0-0 + --- Energy efficiency: 12705257909.722488 + --- Energy: 32.11143 + --- Workload: 407984000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (32.11143 mAh) it is NOT far from the median. +--- Median :32.11143, the gap is : 10 +--- So No we don't romove this configuration '222020-0-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 0, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0, 0, 1.0, 2.0] +--- Computing the list of the 10 first neighbours of '300000-1-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300000-1-2' +--- Neighbour 0 in the list of neghbours, And at position 725 in the X datas point +-------------- + --- Configuration: 300000-1-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11702585803.359112 + --- Energy: 59.58014174819067 + --- Workload: 697242000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 682 in the X datas point +-------------- + --- Configuration: 300000-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13144404427.03541 + --- Energy: 70.39204293589904 + --- Workload: 925262000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 729 in the X datas point +-------------- + --- Configuration: 300000-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12935790616.11877 + --- Energy: 71.63108945590916 + --- Workload: 926605000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 413 in the X datas point +-------------- + --- Configuration: 303000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10778103635.777699 + --- Energy: 74.4831318809973 + --- Workload: 802787000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 579 in the X datas point +-------------- + --- Configuration: 200000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11184606402.516088 + --- Energy: 64.33997409241996 + --- Workload: 719617000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 626 in the X datas point +-------------- + --- Configuration: 330300-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12797903191.541098 + --- Energy: 61.958674038002826 + --- Workload: 792941000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300000-1-2' +--- Neighbour 0 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 725 in the X datas point +-------------- + --- Configuration: 300000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11702585803.359112 + --- Energy: 59.58014174819067 + --- Workload: 697242000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 626 in the X datas point +-------------- + --- Configuration: 330300-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12797903191.541098 + --- Energy: 61.958674038002826 + --- Workload: 792941000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 238 in the X datas point +-------------- + --- Configuration: 330030-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12684319010.623117 + --- Energy: 62.4755025899128 + --- Workload: 792459000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 579 in the X datas point +-------------- + --- Configuration: 200000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11184606402.516088 + --- Energy: 64.33997409241996 + --- Workload: 719617000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 682 in the X datas point +-------------- + --- Configuration: 300000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13144404427.03541 + --- Energy: 70.39204293589904 + --- Workload: 925262000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 729 in the X datas point +-------------- + --- Configuration: 300000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12935790616.11877 + --- Energy: 71.63108945590916 + --- Workload: 926605000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 413 in the X datas point +-------------- + --- Configuration: 303000-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10778103635.777699 + --- Energy: 74.4831318809973 + --- Workload: 802787000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 626 in the X datas point +-------------- + --- Configuration: 330300-1-2 + --- Energy efficiency: 12797903191.541098 + --- Energy: 61.958674038002826 + --- Workload: 792941000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (61.958674038002826 mAh) it is NOT far from the median. +--- Median :61.958674038002826, the gap is : 10 +--- So No we don't romove this configuration '300000-1-2' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0, 0, 1.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '010111-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010111-2-1' +--- Neighbour 0 in the list of neghbours, And at position 726 in the X datas point +-------------- + --- Configuration: 010111-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14055841045.304787 + --- Energy: 57.13542391806448 + --- Workload: 803087000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 433 in the X datas point +-------------- + --- Configuration: 010111-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13352311418.629679 + --- Energy: 42.04621333129826 + --- Workload: 561414000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010111-2-1' +--- Neighbour 0 in the list of neghbours, And at position 433 in the X datas point +-------------- + --- Configuration: 010111-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13352311418.629679 + --- Energy: 42.04621333129826 + --- Workload: 561414000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 212 in the X datas point +-------------- + --- Configuration: 011111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14930141866.208012 + --- Energy: 54.9134481539672 + --- Workload: 819865000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 726 in the X datas point +-------------- + --- Configuration: 010111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14055841045.304787 + --- Energy: 57.13542391806448 + --- Workload: 803087000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (55.3938120911074 mAh) it is NOT far from the median. +--- Median :55.3938120911074, the gap is : 10 +--- So No we don't romove this configuration '010111-2-1' + --- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 1, 1, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '333330-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '333330-3-1' +--- Neighbour 0 in the list of neghbours, And at position 727 in the X datas point +-------------- + --- Configuration: 333330-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12377325235.262009 + --- Energy: 77.91783871145545 + --- Workload: 964415000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '333330-3-1' +--- Neighbour 0 in the list of neghbours, And at position 25 in the X datas point +-------------- + --- Configuration: 333300-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12714137867.025375 + --- Energy: 51.080839551389985 + --- Workload: 649449000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 68 in the X datas point +-------------- + --- Configuration: 333333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15804679449.491407 + --- Energy: 75.13916289414331 + --- Workload: 1187550000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 727 in the X datas point +-------------- + --- Configuration: 333330-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12377325235.262009 + --- Energy: 77.91783871145545 + --- Workload: 964415000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 8 in the X datas point +-------------- + --- Configuration: 333333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15861711256.58063 + --- Energy: 85.51534231485796 + --- Workload: 1356420000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 205 in the X datas point +-------------- + --- Configuration: 222220-3-1 + --- Energy efficiency: 13053432922.324242 + --- Energy: 72.5120663430038 + --- Workload: 946532000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (72.5120663430038 mAh) it is NOT far from the median. +--- Median :72.5120663430038, the gap is : 10 +--- So No we don't romove this configuration '333330-3-1' + --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 1, 0, 3.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 1, 0, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '030330-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030330-3-1' +--- Neighbour 0 in the list of neghbours, And at position 728 in the X datas point +-------------- + --- Configuration: 030330-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11775636443.710691 + --- Energy: 72.65400201940935 + --- Workload: 855547000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 474 in the X datas point +-------------- + --- Configuration: 330330-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13959598131.089003 + --- Energy: 56.36587794320171 + --- Workload: 786845000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 564 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11625825142.93952 + --- Energy: 47.58862500100224 + --- Workload: 553257000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 593 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12530386186.502268 + --- Energy: 65.40226173805877 + --- Workload: 819516000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 619 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11927480916.030533 + --- Energy: 57.869084231929165 + --- Workload: 690232000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030330-3-1' +--- Neighbour 0 in the list of neghbours, And at position 564 in the X datas point +-------------- + --- Configuration: 030300-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11625825142.93952 + --- Energy: 47.58862500100224 + --- Workload: 553257000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 474 in the X datas point +-------------- + --- Configuration: 330330-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13959598131.089003 + --- Energy: 56.36587794320171 + --- Workload: 786845000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 619 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11927480916.030533 + --- Energy: 57.869084231929165 + --- Workload: 690232000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 593 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12530386186.502268 + --- Energy: 65.40226173805877 + --- Workload: 819516000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 728 in the X datas point +-------------- + --- Configuration: 030330-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11775636443.710691 + --- Energy: 72.65400201940935 + --- Workload: 855547000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 474 in the X datas point +-------------- + --- Configuration: 330330-2-1 + --- Energy efficiency: 13959598131.089003 + --- Energy: 56.36587794320171 + --- Workload: 786845000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (72.65400201940935 mAh) is far from the median. +--- Median :56.36587794320171, the gap is : 10 +--- So yes we remove this configuration '030330-3-1' +--- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 1, 0, 3.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 0, 0, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '300000-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300000-2-2' +--- Neighbour 0 in the list of neghbours, And at position 682 in the X datas point +-------------- + --- Configuration: 300000-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13144404427.03541 + --- Energy: 70.39204293589904 + --- Workload: 925262000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 729 in the X datas point +-------------- + --- Configuration: 300000-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12935790616.11877 + --- Energy: 71.63108945590916 + --- Workload: 926605000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 725 in the X datas point +-------------- + --- Configuration: 300000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11702585803.359112 + --- Energy: 59.58014174819067 + --- Workload: 697242000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 733 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12720752763.265518 + --- Energy: 54.90126391795327 + --- Workload: 698385000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300000-2-2' +--- Neighbour 0 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 733 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12720752763.265518 + --- Energy: 54.90126391795327 + --- Workload: 698385000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 697 in the X datas point +-------------- + --- Configuration: 200000-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11743484714.680296 + --- Energy: 59.21002058329076 + --- Workload: 695332000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 725 in the X datas point +-------------- + --- Configuration: 300000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11702585803.359112 + --- Energy: 59.58014174819067 + --- Workload: 697242000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 682 in the X datas point +-------------- + --- Configuration: 300000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13144404427.03541 + --- Energy: 70.39204293589904 + --- Workload: 925262000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 729 in the X datas point +-------------- + --- Configuration: 300000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12935790616.11877 + --- Energy: 71.63108945590916 + --- Workload: 926605000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 317 in the X datas point +-------------- + --- Configuration: 300000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13175045908.951681 + --- Energy: 96.57158 + --- Workload: 1272335000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (61.70736633784887 mAh) it is NOT far from the median. +--- Median :61.70736633784887, the gap is : 10 +--- So No we don't romove this configuration '300000-2-2' + --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0, 0, 2.0, 2.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 0, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '030030-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030030-1-0' +--- Neighbour 0 in the list of neghbours, And at position 730 in the X datas point +-------------- + --- Configuration: 030030-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8319329129.299013 + --- Energy: 30.213348273400626 + --- Workload: 251355000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 778 in the X datas point +-------------- + --- Configuration: 020020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5577369266.464394 + --- Energy: 13.574697742750608 + --- Workload: 75711000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 557 in the X datas point +-------------- + --- Configuration: 033030-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5054436278.721834 + --- Energy: 23.84502806404063 + --- Workload: 120523000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 630 in the X datas point +-------------- + --- Configuration: 020022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12661321056.916437 + --- Energy: 36.88800733705025 + --- Workload: 467051000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 752 in the X datas point +-------------- + --- Configuration: 000030-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6218634760.924586 + --- Energy: 12.26762907254409 + --- Workload: 76287800000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030030-1-0' +--- Neighbour 0 in the list of neghbours, And at position 752 in the X datas point +-------------- + --- Configuration: 000030-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6218634760.924586 + --- Energy: 12.26762907254409 + --- Workload: 76287800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 778 in the X datas point +-------------- + --- Configuration: 020020-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5577369266.464394 + --- Energy: 13.574697742750608 + --- Workload: 75711000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 557 in the X datas point +-------------- + --- Configuration: 033030-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5054436278.721834 + --- Energy: 23.84502806404063 + --- Workload: 120523000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 730 in the X datas point +-------------- + --- Configuration: 030030-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8319329129.299013 + --- Energy: 30.213348273400626 + --- Workload: 251355000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 630 in the X datas point +-------------- + --- Configuration: 020022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12661321056.916437 + --- Energy: 36.88800733705025 + --- Workload: 467051000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 437 in the X datas point +-------------- + --- Configuration: 033000-1-0 + --- Energy efficiency: 8071025020.177562 + --- Energy: 30.84463223263372 + --- Workload: 248947000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (30.84463223263372 mAh) it is NOT far from the median. +--- Median :30.84463223263372, the gap is : 10 +--- So No we don't romove this configuration '030030-1-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 0, 1, 0, 1.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 1, 0, 0, 1, 3.0, 1.0] +--- Computing the list of the 10 first neighbours of '033003-3-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '033003-3-1' +--- Neighbour 0 in the list of neghbours, And at position 731 in the X datas point +-------------- + --- Configuration: 033003-3-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11710177783.919115 + --- Energy: 96.92513711752248 + --- Workload: 1135010000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 648 in the X datas point +-------------- + --- Configuration: 022002-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14232302487.66415 + --- Energy: 64.65330182509297 + --- Workload: 920166000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 432 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12711988294.801178 + --- Energy: 62.72069654525214 + --- Workload: 797305000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 593 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12530386186.502268 + --- Energy: 65.40226173805877 + --- Workload: 819516000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 604 in the X datas point +-------------- + --- Configuration: 330003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13533264764.791859 + --- Energy: 73.38859474562628 + --- Workload: 993187000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 684 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12932729116.229023 + --- Energy: 61.75656078333707 + --- Workload: 798681000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '033003-3-1' +--- Neighbour 0 in the list of neghbours, And at position 684 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12932729116.229023 + --- Energy: 61.75656078333707 + --- Workload: 798681000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 432 in the X datas point +-------------- + --- Configuration: 033003-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12711988294.801178 + --- Energy: 62.72069654525214 + --- Workload: 797305000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 648 in the X datas point +-------------- + --- Configuration: 022002-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14232302487.66415 + --- Energy: 64.65330182509297 + --- Workload: 920166000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 593 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12530386186.502268 + --- Energy: 65.40226173805877 + --- Workload: 819516000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 485 in the X datas point +-------------- + --- Configuration: 333003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14748327170.99063 + --- Energy: 71.45892509072699 + --- Workload: 1053900000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 604 in the X datas point +-------------- + --- Configuration: 330003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13533264764.791859 + --- Energy: 73.38859474562628 + --- Workload: 993187000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 389 in the X datas point +-------------- + --- Configuration: 033033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13292286751.84364 + --- Energy: 89.2614987149264 + --- Workload: 1186490000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 151 in the X datas point +-------------- + --- Configuration: 033033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14103636340.557686 + --- Energy: 92.8249833568298 + --- Workload: 1309170000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 731 in the X datas point +-------------- + --- Configuration: 033003-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11710177783.919115 + --- Energy: 96.92513711752248 + --- Workload: 1135010000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 398 in the X datas point +-------------- + --- Configuration: 033030-3-1 + --- Energy efficiency: 12248762568.76149 + --- Energy: 69.6438226916913 + --- Workload: 853051000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (96.92513711752248 mAh) is far from the median. +--- Median :69.6438226916913, the gap is : 10 +--- So yes we remove this configuration '033003-3-1' +--- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 0, 1, 3.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 0, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '222002-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222002-2-0' +--- Neighbour 0 in the list of neghbours, And at position 732 in the X datas point +-------------- + --- Configuration: 222002-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14681722283.47763 + --- Energy: 54.8681089022372 + --- Workload: 805558000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 478 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15859321474.790024 + --- Energy: 57.21047710637256 + --- Workload: 907319000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 751 in the X datas point +-------------- + --- Configuration: 222002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11099222610.448364 + --- Energy: 16.982170959553237 + --- Workload: 188489000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222002-2-0' +--- Neighbour 0 in the list of neghbours, And at position 751 in the X datas point +-------------- + --- Configuration: 222002-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11099222610.448364 + --- Energy: 16.982170959553237 + --- Workload: 188489000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 155 in the X datas point +-------------- + --- Configuration: 222022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14778186805.148129 + --- Energy: 45.2436589650941 + --- Workload: 668619000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 248 in the X datas point +-------------- + --- Configuration: 222020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12701670777.774109 + --- Energy: 45.3072604814401 + --- Workload: 575478000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 732 in the X datas point +-------------- + --- Configuration: 222002-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14681722283.47763 + --- Energy: 54.8681089022372 + --- Workload: 805558000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 478 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15859321474.790024 + --- Energy: 57.21047710637256 + --- Workload: 907319000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 113 in the X datas point +-------------- + --- Configuration: 222202-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 16215287124.089106 + --- Energy: 70.0487654332769 + --- Workload: 1135860000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (54.087718626572986 mAh) it is NOT far from the median. +--- Median :54.087718626572986, the gap is : 10 +--- So No we don't romove this configuration '222002-2-0' + --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 0, 1, 2.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '303000-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303000-2-1' +--- Neighbour 0 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 733 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12720752763.265518 + --- Energy: 54.90126391795327 + --- Workload: 698385000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 605 in the X datas point +-------------- + --- Configuration: 303000-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12131240613.452576 + --- Energy: 64.34512219904238 + --- Workload: 780586000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 718 in the X datas point +-------------- + --- Configuration: 202000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12501375151.26664 + --- Energy: 55.880391426208845 + --- Workload: 698582000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 518 in the X datas point +-------------- + --- Configuration: 303303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 620 in the X datas point +-------------- + --- Configuration: 002000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12453749886.359531 + --- Energy: 52.141300619742324 + --- Workload: 649355000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303000-2-1' +--- Neighbour 0 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 620 in the X datas point +-------------- + --- Configuration: 002000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12453749886.359531 + --- Energy: 52.141300619742324 + --- Workload: 649355000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 733 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12720752763.265518 + --- Energy: 54.90126391795327 + --- Workload: 698385000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 718 in the X datas point +-------------- + --- Configuration: 202000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12501375151.26664 + --- Energy: 55.880391426208845 + --- Workload: 698582000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 555 in the X datas point +-------------- + --- Configuration: 300000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11530208569.942822 + --- Energy: 61.70736633784887 + --- Workload: 711499000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 605 in the X datas point +-------------- + --- Configuration: 303000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12131240613.452576 + --- Energy: 64.34512219904238 + --- Workload: 780586000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 518 in the X datas point +-------------- + --- Configuration: 303303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 733 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Energy efficiency: 12720752763.265518 + --- Energy: 54.90126391795327 + --- Workload: 698385000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (54.90126391795327 mAh) it is NOT far from the median. +--- Median :54.90126391795327, the gap is : 10 +--- So No we don't romove this configuration '303000-2-1' + --- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 0, 0, 2.0, 1.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 1, 0, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '030303-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030303-0-0' +--- Neighbour 0 in the list of neghbours, And at position 734 in the X datas point +-------------- + --- Configuration: 030303-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8880442601.259247 + --- Energy: 43.68880457674721 + --- Workload: 387977000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 424 in the X datas point +-------------- + --- Configuration: 033303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 521 in the X datas point +-------------- + --- Configuration: 030003-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7055470105.973162 + --- Energy: 35.8863088610274 + --- Workload: 253195000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 550 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 627 in the X datas point +-------------- + --- Configuration: 300303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9265607916.535404 + --- Energy: 41.90141554208418 + --- Workload: 388241000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030303-0-0' +--- Neighbour 0 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 277 in the X datas point +-------------- + --- Configuration: 033333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10524354935.975086 + --- Energy: 24.0280687781385 + --- Workload: 252880000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 521 in the X datas point +-------------- + --- Configuration: 030003-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7055470105.973162 + --- Energy: 35.8863088610274 + --- Workload: 253195000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 627 in the X datas point +-------------- + --- Configuration: 300303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9265607916.535404 + --- Energy: 41.90141554208418 + --- Workload: 388241000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 734 in the X datas point +-------------- + --- Configuration: 030303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8880442601.259247 + --- Energy: 43.68880457674721 + --- Workload: 387977000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 424 in the X datas point +-------------- + --- Configuration: 033303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 550 in the X datas point +-------------- + --- Configuration: 333303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11588412051.484997 + --- Energy: 56.880158834189615 + --- Workload: 659151000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (38.6438793260726 mAh) it is NOT far from the median. +--- Median :38.6438793260726, the gap is : 10 +--- So No we don't romove this configuration '030303-0-0' + --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 0, 1, 0.0, 0.0] is not an abberant point. + --- remove_aberrant_points: do we remove value [2.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '030000-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '030000-3-2' +--- Neighbour 0 in the list of neghbours, And at position 735 in the X datas point +-------------- + --- Configuration: 030000-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11179904791.930792 + --- Energy: 92.80579213921902 + --- Workload: 1037560000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 452 in the X datas point +-------------- + --- Configuration: 020000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11844664334.057436 + --- Energy: 85.8782938267127 + --- Workload: 1017200000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 436 in the X datas point +-------------- + --- Configuration: 030300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 469 in the X datas point +-------------- + --- Configuration: 330030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 635 in the X datas point +-------------- + --- Configuration: 330003-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13484449059.122566 + --- Energy: 94.49408464421893 + --- Workload: 1274200000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '030000-3-2' +--- Neighbour 0 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 436 in the X datas point +-------------- + --- Configuration: 030300-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13468630213.370039 + --- Energy: 72.31426635370143 + --- Workload: 973974000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 469 in the X datas point +-------------- + --- Configuration: 330030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 586 in the X datas point +-------------- + --- Configuration: 030000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11233026896.3596 + --- Energy: 80.04278396859557 + --- Workload: 899123000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 419 in the X datas point +-------------- + --- Configuration: 330000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10983169391.224886 + --- Energy: 83.68676450959153 + --- Workload: 919146000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 452 in the X datas point +-------------- + --- Configuration: 020000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11844664334.057436 + --- Energy: 85.8782938267127 + --- Workload: 1017200000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 735 in the X datas point +-------------- + --- Configuration: 030000-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11179904791.930792 + --- Energy: 92.80579213921902 + --- Workload: 1037560000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 635 in the X datas point +-------------- + --- Configuration: 330003-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13484449059.122566 + --- Energy: 94.49408464421893 + --- Workload: 1274200000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (92.80579213921902 mAh) is far from the median. +--- Median :79.7127969833484, the gap is : 10 +--- So yes we remove this configuration '030000-3-2' +--- remove_aberrant_points: The value [2.0, 0, 1, 0, 0, 0, 0, 3.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '003333-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003333-1-0' +--- Neighbour 0 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 748 in the X datas point +-------------- + --- Configuration: 003303-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10743134868.240822 + --- Energy: 23.48970283086431 + --- Workload: 252353000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003333-1-0' +--- Neighbour 0 in the list of neghbours, And at position 748 in the X datas point +-------------- + --- Configuration: 003303-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10743134868.240822 + --- Energy: 23.48970283086431 + --- Workload: 252353000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 153 in the X datas point +-------------- + --- Configuration: 033033-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12220292773.774273 + --- Energy: 57.5281823764323 + --- Workload: 703011000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 161 in the X datas point +-------------- + --- Configuration: 303333-2-0 + --- Energy efficiency: 15159761142.803434 + --- Energy: 59.6329403677947 + --- Workload: 904021000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (25.752705265432734 mAh) is far from the median. +--- Median :59.6329403677947, the gap is : 10 +--- So yes we remove this configuration '003333-1-0' +--- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 1, 1, 1.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 1, 0, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '011101-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011101-1-0' +--- Neighbour 0 in the list of neghbours, And at position 737 in the X datas point +-------------- + --- Configuration: 011101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5926487844.77343 + --- Energy: 12.82440487818982 + --- Workload: 76003700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 704 in the X datas point +-------------- + --- Configuration: 011111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11754748918.563099 + --- Energy: 32.64170010691823 + --- Workload: 383695000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011101-1-0' +--- Neighbour 0 in the list of neghbours, And at position 737 in the X datas point +-------------- + --- Configuration: 011101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5926487844.77343 + --- Energy: 12.82440487818982 + --- Workload: 76003700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 704 in the X datas point +-------------- + --- Configuration: 011111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11754748918.563099 + --- Energy: 32.64170010691823 + --- Workload: 383695000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 167 in the X datas point +-------------- + --- Configuration: 111111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12442484614.867773 + --- Energy: 34.5550819751672 + --- Workload: 429951000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 152 in the X datas point +-------------- + --- Configuration: 022202-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10890102530.315323 + --- Energy: 35.8868812091206 + --- Workload: 390812000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 146 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639637991.031757 + --- Energy: 41.1716606409971 + --- Workload: 602738000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 704 in the X datas point +-------------- + --- Configuration: 011111-1-0 + --- Energy efficiency: 11754748918.563099 + --- Energy: 32.64170010691823 + --- Workload: 383695000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.82440487818982 mAh) is far from the median. +--- Median :32.64170010691823, the gap is : 10 +--- So yes we remove this configuration '011101-1-0' +--- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 0, 1, 1.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 0, 0, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '000033-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000033-2-0' +--- Neighbour 0 in the list of neghbours, And at position 738 in the X datas point +-------------- + --- Configuration: 000033-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 9991107913.956577 + --- Energy: 25.378870651700414 + --- Workload: 253562000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 380 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12831600639.526976 + --- Energy: 62.2597560074204 + --- Workload: 798892000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 538 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12729464509.616474 + --- Energy: 62.669563544461724 + --- Workload: 797750000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 752 in the X datas point +-------------- + --- Configuration: 000030-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6218634760.924586 + --- Energy: 12.26762907254409 + --- Workload: 76287800000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 364 in the X datas point +-------------- + --- Configuration: 000033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 599 in the X datas point +-------------- + --- Configuration: 300030-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11648576427.474798 + --- Energy: 41.215784795617516 + --- Workload: 480105000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 603 in the X datas point +-------------- + --- Configuration: 030033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516443477.618721 + --- Energy: 70.02713675655465 + --- Workload: 876491000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000033-2-0' +--- Neighbour 0 in the list of neghbours, And at position 752 in the X datas point +-------------- + --- Configuration: 000030-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6218634760.924586 + --- Energy: 12.26762907254409 + --- Workload: 76287800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 738 in the X datas point +-------------- + --- Configuration: 000033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9991107913.956577 + --- Energy: 25.378870651700414 + --- Workload: 253562000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 599 in the X datas point +-------------- + --- Configuration: 300030-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11648576427.474798 + --- Energy: 41.215784795617516 + --- Workload: 480105000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 364 in the X datas point +-------------- + --- Configuration: 000033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 380 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12831600639.526976 + --- Energy: 62.2597560074204 + --- Workload: 798892000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 538 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12729464509.616474 + --- Energy: 62.669563544461724 + --- Workload: 797750000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 603 in the X datas point +-------------- + --- Configuration: 030033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12516443477.618721 + --- Energy: 70.02713675655465 + --- Workload: 876491000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 57 in the X datas point +-------------- + --- Configuration: 033033-2-0 + --- Energy efficiency: 14474943149.660782 + --- Energy: 57.4797738276827 + --- Workload: 832017000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (25.378870651700414 mAh) is far from the median. +--- Median :57.4797738276827, the gap is : 10 +--- So yes we remove this configuration '000033-2-0' +--- remove_aberrant_points: The value [2.0, 0, 0, 0, 0, 1, 1, 2.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 1, 1, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '002220-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002220-2-0' +--- Neighbour 0 in the list of neghbours, And at position 739 in the X datas point +-------------- + --- Configuration: 002220-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5804639067.542781 + --- Energy: 13.05030508081098 + --- Workload: 75752500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 629 in the X datas point +-------------- + --- Configuration: 002220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9568096140.230017 + --- Energy: 30.98063125088282 + --- Workload: 296427000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 244 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 466 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11749390206.648275 + --- Energy: 56.72728338180733 + --- Workload: 666511000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 523 in the X datas point +-------------- + --- Configuration: 202220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 566 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13883393379.009699 + --- Energy: 44.42888788986695 + --- Workload: 616824000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002220-2-0' +--- Neighbour 0 in the list of neghbours, And at position 739 in the X datas point +-------------- + --- Configuration: 002220-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5804639067.542781 + --- Energy: 13.05030508081098 + --- Workload: 75752500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 629 in the X datas point +-------------- + --- Configuration: 002220-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9568096140.230017 + --- Energy: 30.98063125088282 + --- Workload: 296427000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 566 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13883393379.009699 + --- Energy: 44.42888788986695 + --- Workload: 616824000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 400 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13861550830.306894 + --- Energy: 44.8724765340684 + --- Workload: 622002000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 244 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 523 in the X datas point +-------------- + --- Configuration: 202220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 466 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11749390206.648275 + --- Energy: 56.72728338180733 + --- Workload: 666511000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 566 in the X datas point +-------------- + --- Configuration: 222220-2-0 + --- Energy efficiency: 13883393379.009699 + --- Energy: 44.42888788986695 + --- Workload: 616824000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (13.05030508081098 mAh) is far from the median. +--- Median :44.42888788986695, the gap is : 10 +--- So yes we remove this configuration '002220-2-0' +--- remove_aberrant_points: The value [1.0, 0, 0, 1, 1, 1, 0, 2.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 1, 1, 1, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '020222-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020222-2-0' +--- Neighbour 0 in the list of neghbours, And at position 740 in the X datas point +-------------- + --- Configuration: 020222-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 602 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14237408791.59993 + --- Energy: 62.53995293576916 + --- Workload: 890407000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 669 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14090619592.72473 + --- Energy: 63.503699854423054 + --- Workload: 894807000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 743 in the X datas point +-------------- + --- Configuration: 020220-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5955429565.134533 + --- Energy: 12.724500572380222 + --- Workload: 75779900000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020222-2-0' +--- Neighbour 0 in the list of neghbours, And at position 743 in the X datas point +-------------- + --- Configuration: 020220-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5955429565.134533 + --- Energy: 12.724500572380222 + --- Workload: 75779900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 740 in the X datas point +-------------- + --- Configuration: 020222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 213 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13997917109.93404 + --- Energy: 44.3851855395692 + --- Workload: 621300000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 217 in the X datas point +-------------- + --- Configuration: 110111-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13731963066.512136 + --- Energy: 45.342545639677 + --- Workload: 622642000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 18 in the X datas point +-------------- + --- Configuration: 022202-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14878826834.261774 + --- Energy: 54.087718626572986 + --- Workload: 804762000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 602 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14237408791.59993 + --- Energy: 62.53995293576916 + --- Workload: 890407000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 669 in the X datas point +-------------- + --- Configuration: 020222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14090619592.72473 + --- Energy: 63.503699854423054 + --- Workload: 894807000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 441 in the X datas point +-------------- + --- Configuration: 020202-2-0 + --- Energy efficiency: 13489251090.268719 + --- Energy: 51.82043413295036 + --- Workload: 699019000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (16.962130007740114 mAh) is far from the median. +--- Median :51.82043413295036, the gap is : 10 +--- So yes we remove this configuration '020222-2-0' +--- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 1, 1, 2.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '300303-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300303-1-3' +--- Neighbour 0 in the list of neghbours, And at position 741 in the X datas point +-------------- + --- Configuration: 300303-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10679972488.39087 + --- Energy: 23.671865117505998 + --- Workload: 252815000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 344 in the X datas point +-------------- + --- Configuration: 303303-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13438548206.760126 + --- Energy: 83.98672527663341 + --- Workload: 1128660000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 402 in the X datas point +-------------- + --- Configuration: 300333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13575059899.951809 + --- Energy: 82.7944265603379 + --- Workload: 1123940000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 468 in the X datas point +-------------- + --- Configuration: 200222-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12966704097.21916 + --- Energy: 85.45268353263162 + --- Workload: 1108040000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 514 in the X datas point +-------------- + --- Configuration: 330303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 766 in the X datas point +-------------- + --- Configuration: 303333-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10578417278.363646 + --- Energy: 23.863863929112192 + --- Workload: 252442000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300303-1-3' +--- Neighbour 0 in the list of neghbours, And at position 741 in the X datas point +-------------- + --- Configuration: 300303-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10679972488.39087 + --- Energy: 23.671865117505998 + --- Workload: 252815000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 766 in the X datas point +-------------- + --- Configuration: 303333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10578417278.363646 + --- Energy: 23.863863929112192 + --- Workload: 252442000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 51 in the X datas point +-------------- + --- Configuration: 200222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14594342940.789293 + --- Energy: 80.17631322756387 + --- Workload: 1170120000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 514 in the X datas point +-------------- + --- Configuration: 330303-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13657246808.30142 + --- Energy: 82.00779235048205 + --- Workload: 1120000000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 402 in the X datas point +-------------- + --- Configuration: 300333-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13575059899.951809 + --- Energy: 82.7944265603379 + --- Workload: 1123940000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 29 in the X datas point +-------------- + --- Configuration: 333303-1-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14395593796.65072 + --- Energy: 83.8645825370609 + --- Workload: 1207280000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 344 in the X datas point +-------------- + --- Configuration: 303303-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13438548206.760126 + --- Energy: 83.98672527663341 + --- Workload: 1128660000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 468 in the X datas point +-------------- + --- Configuration: 200222-1-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12966704097.21916 + --- Energy: 85.45268353263162 + --- Workload: 1108040000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 28 in the X datas point +-------------- + --- Configuration: 202202-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14288735332.61318 + --- Energy: 93.11184671772176 + --- Workload: 1330450000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 402 in the X datas point +-------------- + --- Configuration: 300333-1-2 + --- Energy efficiency: 13575059899.951809 + --- Energy: 82.7944265603379 + --- Workload: 1123940000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (23.671865117505998 mAh) is far from the median. +--- Median :82.7944265603379, the gap is : 10 +--- So yes we remove this configuration '300303-1-3' +--- remove_aberrant_points: The value [2.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 0, 1, 0, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '000300-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000300-1-0' +--- Neighbour 0 in the list of neghbours, And at position 742 in the X datas point +-------------- + --- Configuration: 000300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6016955781.391962 + --- Energy: 12.605191807912393 + --- Workload: 75844800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 667 in the X datas point +-------------- + --- Configuration: 300300-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8476515812.9402485 + --- Energy: 29.659992682257588 + --- Workload: 251413000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 712 in the X datas point +-------------- + --- Configuration: 300300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11916238377.198992 + --- Energy: 39.019265274982374 + --- Workload: 464963000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 720 in the X datas point +-------------- + --- Configuration: 003300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11105916010.39958 + --- Energy: 43.401448789067906 + --- Workload: 482013000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 748 in the X datas point +-------------- + --- Configuration: 003303-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10743134868.240822 + --- Energy: 23.48970283086431 + --- Workload: 252353000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000300-1-0' +--- Neighbour 0 in the list of neghbours, And at position 742 in the X datas point +-------------- + --- Configuration: 000300-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6016955781.391962 + --- Energy: 12.605191807912393 + --- Workload: 75844800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 23 in the X datas point +-------------- + --- Configuration: 000300-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 1619850293.4358807 + --- Energy: 22.60411372898465 + --- Workload: 36615300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 748 in the X datas point +-------------- + --- Configuration: 003303-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10743134868.240822 + --- Energy: 23.48970283086431 + --- Workload: 252353000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 667 in the X datas point +-------------- + --- Configuration: 300300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8476515812.9402485 + --- Energy: 29.659992682257588 + --- Workload: 251413000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 63 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10346654305.863657 + --- Energy: 32.97385398783962 + --- Workload: 341169000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 712 in the X datas point +-------------- + --- Configuration: 300300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11916238377.198992 + --- Energy: 39.019265274982374 + --- Workload: 464963000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 720 in the X datas point +-------------- + --- Configuration: 003300-2-0 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11105916010.39958 + --- Energy: 43.401448789067906 + --- Workload: 482013000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 148 in the X datas point +-------------- + --- Configuration: 333300-1-0 + --- Energy efficiency: 10583914566.641617 + --- Energy: 32.1859127423429 + --- Workload: 340653000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.605191807912393 mAh) is far from the median. +--- Median :32.1859127423429, the gap is : 10 +--- So yes we remove this configuration '000300-1-0' +--- remove_aberrant_points: The value [2.0, 0, 0, 0, 1, 0, 0, 1.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 1, 1, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '020220-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020220-2-0' +--- Neighbour 0 in the list of neghbours, And at position 743 in the X datas point +-------------- + --- Configuration: 020220-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5955429565.134533 + --- Energy: 12.724500572380222 + --- Workload: 75779900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 631 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13940157691.063803 + --- Energy: 53.671785048668475 + --- Workload: 748193000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 716 in the X datas point +-------------- + --- Configuration: 010110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11786670689.850264 + --- Energy: 44.887978162079634 + --- Workload: 529080000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 740 in the X datas point +-------------- + --- Configuration: 020222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020220-2-0' +--- Neighbour 0 in the list of neghbours, And at position 743 in the X datas point +-------------- + --- Configuration: 020220-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5955429565.134533 + --- Energy: 12.724500572380222 + --- Workload: 75779900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 740 in the X datas point +-------------- + --- Configuration: 020222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11107569030.764635 + --- Energy: 16.962130007740114 + --- Workload: 188408000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 575 in the X datas point +-------------- + --- Configuration: 020200-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11852174933.361147 + --- Energy: 40.672301388671954 + --- Workload: 482055000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 45 in the X datas point +-------------- + --- Configuration: 030300-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11667290866.728037 + --- Energy: 41.251803480253244 + --- Workload: 481297000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 716 in the X datas point +-------------- + --- Configuration: 010110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11786670689.850264 + --- Energy: 44.887978162079634 + --- Workload: 529080000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 631 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13940157691.063803 + --- Energy: 53.671785048668475 + --- Workload: 748193000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 229 in the X datas point +-------------- + --- Configuration: 020220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13494675675.712149 + --- Energy: 55.3938120911074 + --- Workload: 747522000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 115 in the X datas point +-------------- + --- Configuration: 022222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15732497203.54862 + --- Energy: 57.2873551037916 + --- Workload: 901273000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 716 in the X datas point +-------------- + --- Configuration: 010110-2-0 + --- Energy efficiency: 11786670689.850264 + --- Energy: 44.887978162079634 + --- Workload: 529080000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.724500572380222 mAh) is far from the median. +--- Median :44.887978162079634, the gap is : 10 +--- So yes we remove this configuration '020220-2-0' +--- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 1, 0, 2.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '111110-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111110-3-0' +--- Neighbour 0 in the list of neghbours, And at position 744 in the X datas point +-------------- + --- Configuration: 111110-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6030926591.561527 + --- Energy: 12.568567782753549 + --- Workload: 75800200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 470 in the X datas point +-------------- + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 707 in the X datas point +-------------- + --- Configuration: 111100-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12514281924.246046 + --- Energy: 51.769595901132256 + --- Workload: 647859000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111110-3-0' +--- Neighbour 0 in the list of neghbours, And at position 744 in the X datas point +-------------- + --- Configuration: 111110-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6030926591.561527 + --- Energy: 12.568567782753549 + --- Workload: 75800200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 707 in the X datas point +-------------- + --- Configuration: 111100-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12514281924.246046 + --- Energy: 51.769595901132256 + --- Workload: 647859000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 366 in the X datas point +-------------- + --- Configuration: 111111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14221635658.760386 + --- Energy: 52.1586628956498 + --- Workload: 741781000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 470 in the X datas point +-------------- + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 59 in the X datas point +-------------- + --- Configuration: 111111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13789280489.133356 + --- Energy: 67.49357382359369 + --- Workload: 930688000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 707 in the X datas point +-------------- + --- Configuration: 111100-3-0 + --- Energy efficiency: 12514281924.246046 + --- Energy: 51.769595901132256 + --- Workload: 647859000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.568567782753549 mAh) is far from the median. +--- Median :51.769595901132256, the gap is : 10 +--- So yes we remove this configuration '111110-3-0' +--- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 1, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '222020-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222020-2-2' +--- Neighbour 0 in the list of neghbours, And at position 745 in the X datas point +-------------- + --- Configuration: 222020-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5816929591.88422 + --- Energy: 13.02862273430083 + --- Workload: 75786600000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 222020-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 429 in the X datas point +-------------- + --- Configuration: 222220-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14754441824.711329 + --- Energy: 76.06186087808521 + --- Workload: 1122250000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 496 in the X datas point +-------------- + --- Configuration: 222022-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15478678120.888475 + --- Energy: 91.10203171728844 + --- Workload: 1410140000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222020-2-2' +--- Neighbour 0 in the list of neghbours, And at position 745 in the X datas point +-------------- + --- Configuration: 222020-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5816929591.88422 + --- Energy: 13.02862273430083 + --- Workload: 75786600000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 196 in the X datas point +-------------- + --- Configuration: 222020-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14254435980.477125 + --- Energy: 56.5693073110482 + --- Workload: 806364000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 42 in the X datas point +-------------- + --- Configuration: 220020-1-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12658099664.813522 + --- Energy: 62.38781956977318 + --- Workload: 789711000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 87 in the X datas point +-------------- + --- Configuration: 330030-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14087701577.399946 + --- Energy: 72.9096660218277 + --- Workload: 1027130000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 429 in the X datas point +-------------- + --- Configuration: 222220-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14754441824.711329 + --- Energy: 76.06186087808521 + --- Workload: 1122250000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 496 in the X datas point +-------------- + --- Configuration: 222022-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15478678120.888475 + --- Energy: 91.10203171728844 + --- Workload: 1410140000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 124 in the X datas point +-------------- + --- Configuration: 222220-1-2 + --- Energy efficiency: 13772833636.56522 + --- Energy: 64.6001284096528 + --- Workload: 889727000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (13.02862273430083 mAh) is far from the median. +--- Median :64.6001284096528, the gap is : 10 +--- So yes we remove this configuration '222020-2-2' +--- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 1, 0, 2.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '303330-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303330-2-1' +--- Neighbour 0 in the list of neghbours, And at position 746 in the X datas point +-------------- + --- Configuration: 303330-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5746300818.847867 + --- Energy: 13.100460968293364 + --- Workload: 75279300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 457 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 523 in the X datas point +-------------- + --- Configuration: 202220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 674 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13890586627.254442 + --- Energy: 40.077884631026805 + --- Workload: 556705000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303330-2-1' +--- Neighbour 0 in the list of neghbours, And at position 746 in the X datas point +-------------- + --- Configuration: 303330-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5746300818.847867 + --- Energy: 13.100460968293364 + --- Workload: 75279300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 674 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13890586627.254442 + --- Energy: 40.077884631026805 + --- Workload: 556705000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 457 in the X datas point +-------------- + --- Configuration: 303330-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13461287356.755075 + --- Energy: 41.2112771905204 + --- Workload: 554757000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 15 in the X datas point +-------------- + --- Configuration: 303330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12422190504.229136 + --- Energy: 52.15820338037457 + --- Workload: 647919000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 523 in the X datas point +-------------- + --- Configuration: 202220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 56 in the X datas point +-------------- + --- Configuration: 303330-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13026006421.821165 + --- Energy: 64.30775539783755 + --- Workload: 837673000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 130 in the X datas point +-------------- + --- Configuration: 202222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15686643607.300564 + --- Energy: 71.5812859564726 + --- Workload: 1122870000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 72 in the X datas point +-------------- + --- Configuration: 303333-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15331051050.866896 + --- Energy: 75.96541207639095 + --- Workload: 1164630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 62 in the X datas point +-------------- + --- Configuration: 333333-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15929350146.231434 + --- Energy: 77.59635035177494 + --- Workload: 1236060000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 523 in the X datas point +-------------- + --- Configuration: 202220-2-1 + --- Energy efficiency: 14224386857.804495 + --- Energy: 56.254266540548315 + --- Workload: 800182000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (13.100460968293364 mAh) is far from the median. +--- Median :56.254266540548315, the gap is : 10 +--- So yes we remove this configuration '303330-2-1' +--- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 0, 2.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 0, 0, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '101100-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101100-1-3' +--- Neighbour 0 in the list of neghbours, And at position 747 in the X datas point +-------------- + --- Configuration: 101100-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5792903692.976104 + --- Energy: 13.162529333531099 + --- Workload: 76249300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 405 in the X datas point +-------------- + --- Configuration: 101101-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5642481111.794478 + --- Energy: 13.362479905568 + --- Workload: 75397700000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 79 in the X datas point +-------------- + --- Configuration: 100101-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 200 in the X datas point +-------------- + --- Configuration: 101110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10569718390.992908 + --- Energy: 73.6624240556838 + --- Workload: 778591000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 216 in the X datas point +-------------- + --- Configuration: 110100-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 373 in the X datas point +-------------- + --- Configuration: 222200-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11496525749.918375 + --- Energy: 80.2428888615872 + --- Workload: 922514000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 463 in the X datas point +-------------- + --- Configuration: 002200-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10650251079.669203 + --- Energy: 76.69149413315175 + --- Workload: 816784000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 710 in the X datas point +-------------- + --- Configuration: 101000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11887652176.807428 + --- Energy: 62.71395189420631 + --- Workload: 745522000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101100-1-3' +--- Neighbour 0 in the list of neghbours, And at position 747 in the X datas point +-------------- + --- Configuration: 101100-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5792903692.976104 + --- Energy: 13.162529333531099 + --- Workload: 76249300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 405 in the X datas point +-------------- + --- Configuration: 101101-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5642481111.794478 + --- Energy: 13.362479905568 + --- Workload: 75397700000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 710 in the X datas point +-------------- + --- Configuration: 101000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11887652176.807428 + --- Energy: 62.71395189420631 + --- Workload: 745522000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 79 in the X datas point +-------------- + --- Configuration: 100101-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 200 in the X datas point +-------------- + --- Configuration: 101110-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10569718390.992908 + --- Energy: 73.6624240556838 + --- Workload: 778591000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 463 in the X datas point +-------------- + --- Configuration: 002200-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10650251079.669203 + --- Energy: 76.69149413315175 + --- Workload: 816784000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 216 in the X datas point +-------------- + --- Configuration: 110100-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11216131488.952671 + --- Energy: 77.6226342959476 + --- Workload: 870626000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 323 in the X datas point +-------------- + --- Configuration: 101111-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12292321232.772312 + --- Energy: 77.79688045119694 + --- Workload: 956304000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 373 in the X datas point +-------------- + --- Configuration: 222200-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11496525749.918375 + --- Energy: 80.2428888615872 + --- Workload: 922514000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (13.162529333531099 mAh) is far from the median. +--- Median :71.25193400283615, the gap is : 10 +--- So yes we remove this configuration '101100-1-3' +--- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 0, 0, 1.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 1, 1, 0, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '003303-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '003303-1-0' +--- Neighbour 0 in the list of neghbours, And at position 748 in the X datas point +-------------- + --- Configuration: 003303-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10743134868.240822 + --- Energy: 23.48970283086431 + --- Workload: 252353000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 531 in the X datas point +-------------- + --- Configuration: 003303-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13471279232.675934 + --- Energy: 58.76194644449752 + --- Workload: 791599000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 424 in the X datas point +-------------- + --- Configuration: 033303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 644 in the X datas point +-------------- + --- Configuration: 202202-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13769969898.845802 + --- Energy: 41.393349766173586 + --- Workload: 569985000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '003303-1-0' +--- Neighbour 0 in the list of neghbours, And at position 748 in the X datas point +-------------- + --- Configuration: 003303-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10743134868.240822 + --- Energy: 23.48970283086431 + --- Workload: 252353000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 736 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10537108006.410776 + --- Energy: 25.752705265432734 + --- Workload: 271359000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 644 in the X datas point +-------------- + --- Configuration: 202202-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13769969898.845802 + --- Energy: 41.393349766173586 + --- Workload: 569985000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 424 in the X datas point +-------------- + --- Configuration: 033303-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10135460428.628622 + --- Energy: 51.680919654150905 + --- Workload: 523810000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 531 in the X datas point +-------------- + --- Configuration: 003303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13471279232.675934 + --- Energy: 58.76194644449752 + --- Workload: 791599000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 492 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13042179713.411142 + --- Energy: 64.25089221017343 + --- Workload: 837972000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 614 in the X datas point +-------------- + --- Configuration: 303333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13034495793.116482 + --- Energy: 64.35007047679922 + --- Workload: 838771000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 591 in the X datas point +-------------- + --- Configuration: 003333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13285505513.484787 + --- Energy: 70.52682283226056 + --- Workload: 936985000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 572 in the X datas point +-------------- + --- Configuration: 003333-1-0 + --- Energy efficiency: 12236502220.313328 + --- Energy: 57.33723345336789 + --- Workload: 701607000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (23.48970283086431 mAh) is far from the median. +--- Median :57.33723345336789, the gap is : 10 +--- So yes we remove this configuration '003303-1-0' +--- remove_aberrant_points: The value [2.0, 0, 0, 1, 1, 0, 1, 1.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 0, 1, 0, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '303030-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303030-3-2' +--- Neighbour 0 in the list of neghbours, And at position 749 in the X datas point +-------------- + --- Configuration: 303030-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6007774059.633164 + --- Energy: 12.57695300211794 + --- Workload: 75559400000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 129 in the X datas point +-------------- + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 469 in the X datas point +-------------- + --- Configuration: 330030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 605 in the X datas point +-------------- + --- Configuration: 303000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12131240613.452576 + --- Energy: 64.34512219904238 + --- Workload: 780586000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303030-3-2' +--- Neighbour 0 in the list of neghbours, And at position 749 in the X datas point +-------------- + --- Configuration: 303030-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6007774059.633164 + --- Energy: 12.57695300211794 + --- Workload: 75559400000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 260 in the X datas point +-------------- + --- Configuration: 033030-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7104290991.759023 + --- Energy: 16.3307947163033 + --- Workload: 116019000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 605 in the X datas point +-------------- + --- Configuration: 303000-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12131240613.452576 + --- Energy: 64.34512219904238 + --- Workload: 780586000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 76 in the X datas point +-------------- + --- Configuration: 303033-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14925818681.154661 + --- Energy: 75.15771108741323 + --- Workload: 1121790000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 469 in the X datas point +-------------- + --- Configuration: 330030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13326563439.106268 + --- Energy: 79.44879111187178 + --- Workload: 1058780000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 242 in the X datas point +-------------- + --- Configuration: 333030-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13545491857.12757 + --- Energy: 82.3838251863148 + --- Workload: 1115930000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 31 in the X datas point +-------------- + --- Configuration: 300033-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14177780865.38339 + --- Energy: 85.35681971478988 + --- Workload: 1210170000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 322 in the X datas point +-------------- + --- Configuration: 303033-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13379358325.974688 + --- Energy: 87.10137841468074 + --- Workload: 1165360000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 129 in the X datas point +-------------- + --- Configuration: 303033-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14047528407.614323 + --- Energy: 99.1199512733933 + --- Workload: 1392390000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 11 in the X datas point +-------------- + --- Configuration: 003330-3-2 + --- Energy efficiency: 13704431053.692589 + --- Energy: 75.87039020058079 + --- Workload: 1039760000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.57695300211794 mAh) is far from the median. +--- Median :75.87039020058079, the gap is : 10 +--- So yes we remove this configuration '303030-3-2' +--- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 1, 0, 3.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 0, 0, 0, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '002000-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002000-2-2' +--- Neighbour 0 in the list of neghbours, And at position 750 in the X datas point +-------------- + --- Configuration: 002000-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5682237892.57161 + --- Energy: 13.395917496938448 + --- Workload: 76118600000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 620 in the X datas point +-------------- + --- Configuration: 002000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12453749886.359531 + --- Energy: 52.141300619742324 + --- Workload: 649355000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 600 in the X datas point +-------------- + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 633 in the X datas point +-------------- + --- Configuration: 011000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13654169915.221258 + --- Energy: 71.4589837097857 + --- Workload: 975713000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 698 in the X datas point +-------------- + --- Configuration: 003000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11733357112.937082 + --- Energy: 59.40661316486577 + --- Workload: 697039000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 718 in the X datas point +-------------- + --- Configuration: 202000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12501375151.26664 + --- Energy: 55.880391426208845 + --- Workload: 698582000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 756 in the X datas point +-------------- + --- Configuration: 002020-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6012216824.587563 + --- Energy: 12.615399718681916 + --- Workload: 75846500000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002000-2-2' +--- Neighbour 0 in the list of neghbours, And at position 756 in the X datas point +-------------- + --- Configuration: 002020-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6012216824.587563 + --- Energy: 12.615399718681916 + --- Workload: 75846500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 750 in the X datas point +-------------- + --- Configuration: 002000-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5682237892.57161 + --- Energy: 13.395917496938448 + --- Workload: 76118600000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 620 in the X datas point +-------------- + --- Configuration: 002000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12453749886.359531 + --- Energy: 52.141300619742324 + --- Workload: 649355000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 718 in the X datas point +-------------- + --- Configuration: 202000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12501375151.26664 + --- Energy: 55.880391426208845 + --- Workload: 698582000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 698 in the X datas point +-------------- + --- Configuration: 003000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11733357112.937082 + --- Energy: 59.40661316486577 + --- Workload: 697039000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 108 in the X datas point +-------------- + --- Configuration: 002200-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885706747.759195 + --- Energy: 70.0078582686629 + --- Workload: 972109000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 633 in the X datas point +-------------- + --- Configuration: 011000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13654169915.221258 + --- Energy: 71.4589837097857 + --- Workload: 975713000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 600 in the X datas point +-------------- + --- Configuration: 002200-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12812496796.875801 + --- Energy: 81.66872704524802 + --- Workload: 1046380000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 698 in the X datas point +-------------- + --- Configuration: 003000-1-2 + --- Energy efficiency: 11733357112.937082 + --- Energy: 59.40661316486577 + --- Workload: 697039000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (13.395917496938448 mAh) is far from the median. +--- Median :59.40661316486577, the gap is : 10 +--- So yes we remove this configuration '002000-2-2' +--- remove_aberrant_points: The value [1.0, 0, 0, 1, 0, 0, 0, 2.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '222002-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '222002-3-0' +--- Neighbour 0 in the list of neghbours, And at position 751 in the X datas point +-------------- + --- Configuration: 222002-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11099222610.448364 + --- Energy: 16.982170959553237 + --- Workload: 188489000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 732 in the X datas point +-------------- + --- Configuration: 222002-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14681722283.47763 + --- Energy: 54.8681089022372 + --- Workload: 805558000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '222002-3-0' +--- Neighbour 0 in the list of neghbours, And at position 751 in the X datas point +-------------- + --- Configuration: 222002-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11099222610.448364 + --- Energy: 16.982170959553237 + --- Workload: 188489000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 381 in the X datas point +-------------- + --- Configuration: 111001-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12484488023.630638 + --- Energy: 53.0720402291821 + --- Workload: 662577000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 732 in the X datas point +-------------- + --- Configuration: 222002-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14681722283.47763 + --- Energy: 54.8681089022372 + --- Workload: 805558000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 386 in the X datas point +-------------- + --- Configuration: 220002-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13567950330.447432 + --- Energy: 56.7479002567857 + --- Workload: 769953000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 225 in the X datas point +-------------- + --- Configuration: 222022-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15528046758.0544 + --- Energy: 58.262720853322 + --- Workload: 904706000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 222 in the X datas point +-------------- + --- Configuration: 222222-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15432670345.815277 + --- Energy: 71.5079965571832 + --- Workload: 1103560000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 221 in the X datas point +-------------- + --- Configuration: 222202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13662807379.009008 + --- Energy: 76.6951102201836 + --- Workload: 1047870000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 138 in the X datas point +-------------- + --- Configuration: 222202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15123376505.532131 + --- Energy: 77.6142915980758 + --- Workload: 1173790000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 517 in the X datas point +-------------- + --- Configuration: 202002-3-0 + --- Energy efficiency: 13684477013.499737 + --- Energy: 56.33322721184273 + --- Workload: 770891000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (16.982170959553237 mAh) is far from the median. +--- Median :56.33322721184273, the gap is : 10 +--- So yes we remove this configuration '222002-3-0' +--- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 0, 1, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 0, 0, 0, 0, 1, 0, 2.0, 0.0] +--- Computing the list of the 10 first neighbours of '000030-2-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000030-2-0' +--- Neighbour 0 in the list of neghbours, And at position 752 in the X datas point +-------------- + --- Configuration: 000030-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6218634760.924586 + --- Energy: 12.26762907254409 + --- Workload: 76287800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 599 in the X datas point +-------------- + --- Configuration: 300030-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11648576427.474798 + --- Energy: 41.215784795617516 + --- Workload: 480105000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 738 in the X datas point +-------------- + --- Configuration: 000033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9991107913.956577 + --- Energy: 25.378870651700414 + --- Workload: 253562000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 380 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12831600639.526976 + --- Energy: 62.2597560074204 + --- Workload: 798892000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 538 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12729464509.616474 + --- Energy: 62.669563544461724 + --- Workload: 797750000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 730 in the X datas point +-------------- + --- Configuration: 030030-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8319329129.299013 + --- Energy: 30.213348273400626 + --- Workload: 251355000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000030-2-0' +--- Neighbour 0 in the list of neghbours, And at position 752 in the X datas point +-------------- + --- Configuration: 000030-2-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6218634760.924586 + --- Energy: 12.26762907254409 + --- Workload: 76287800000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 738 in the X datas point +-------------- + --- Configuration: 000033-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9991107913.956577 + --- Energy: 25.378870651700414 + --- Workload: 253562000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 730 in the X datas point +-------------- + --- Configuration: 030030-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8319329129.299013 + --- Energy: 30.213348273400626 + --- Workload: 251355000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 597 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10921477850.696844 + --- Energy: 39.54493033100684 + --- Workload: 431889000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 599 in the X datas point +-------------- + --- Configuration: 300030-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11648576427.474798 + --- Energy: 41.215784795617516 + --- Workload: 480105000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 418 in the X datas point +-------------- + --- Configuration: 002020-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11522688750.283745 + --- Energy: 41.82246108428108 + --- Workload: 481907000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 547 in the X datas point +-------------- + --- Configuration: 033030-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12586706675.611618 + --- Energy: 42.00513493266639 + --- Workload: 528706000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 380 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12831600639.526976 + --- Energy: 62.2597560074204 + --- Workload: 798892000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 538 in the X datas point +-------------- + --- Configuration: 000333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12729464509.616474 + --- Energy: 62.669563544461724 + --- Workload: 797750000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 599 in the X datas point +-------------- + --- Configuration: 300030-2-0 + --- Energy efficiency: 11648576427.474798 + --- Energy: 41.215784795617516 + --- Workload: 480105000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.26762907254409 mAh) is far from the median. +--- Median :41.215784795617516, the gap is : 10 +--- So yes we remove this configuration '000030-2-0' +--- remove_aberrant_points: The value [2.0, 0, 0, 0, 0, 1, 0, 2.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 0, 1, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '101010-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101010-3-0' +--- Neighbour 0 in the list of neghbours, And at position 753 in the X datas point +-------------- + --- Configuration: 101010-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5716180219.729967 + --- Energy: 13.04299789746687 + --- Workload: 74556000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 470 in the X datas point +-------------- + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 645 in the X datas point +-------------- + --- Configuration: 100010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11294917061.424017 + --- Energy: 49.79470947563472 + --- Workload: 562427000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 244 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101010-3-0' +--- Neighbour 0 in the list of neghbours, And at position 753 in the X datas point +-------------- + --- Configuration: 101010-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5716180219.729967 + --- Energy: 13.04299789746687 + --- Workload: 74556000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 19 in the X datas point +-------------- + --- Configuration: 111010-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13184350176.340683 + --- Energy: 43.78047104305274 + --- Workload: 577217000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 645 in the X datas point +-------------- + --- Configuration: 100010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11294917061.424017 + --- Energy: 49.79470947563472 + --- Workload: 562427000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 470 in the X datas point +-------------- + --- Configuration: 111010-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12158719929.965773 + --- Energy: 53.41244164848047 + --- Workload: 649427000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 244 in the X datas point +-------------- + --- Configuration: 202220-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12080227204.913269 + --- Energy: 55.1955872410731 + --- Workload: 666775000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 41 in the X datas point +-------------- + --- Configuration: 111011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12470196231.00789 + --- Energy: 56.29375828423512 + --- Workload: 701994000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 193 in the X datas point +-------------- + --- Configuration: 101011-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11787671039.106777 + --- Energy: 57.5176175818552 + --- Workload: 677999000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 186 in the X datas point +-------------- + --- Configuration: 101011-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12908055917.698235 + --- Energy: 67.8209046191028 + --- Workload: 875436000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 93 in the X datas point +-------------- + --- Configuration: 111010-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12785418485.925173 + --- Energy: 70.2667978545078 + --- Workload: 898390000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (13.04299789746687 mAh) is far from the median. +--- Median :53.93709917505446, the gap is : 10 +--- So yes we remove this configuration '101010-3-0' +--- remove_aberrant_points: The value [0.0, 1, 0, 1, 0, 1, 0, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '022200-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022200-1-1' +--- Neighbour 0 in the list of neghbours, And at position 754 in the X datas point +-------------- + --- Configuration: 022200-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6134705871.52699 + --- Energy: 12.369555647233597 + --- Workload: 75883500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 539 in the X datas point +-------------- + --- Configuration: 020200-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12611406007.821594 + --- Energy: 35.941505988108695 + --- Workload: 453273000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 372 in the X datas point +-------------- + --- Configuration: 022220-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11478960786.722055 + --- Energy: 33.8887834603504 + --- Workload: 389008000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022200-1-1' +--- Neighbour 0 in the list of neghbours, And at position 754 in the X datas point +-------------- + --- Configuration: 022200-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6134705871.52699 + --- Energy: 12.369555647233597 + --- Workload: 75883500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 275 in the X datas point +-------------- + --- Configuration: 022222-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10571673834.261526 + --- Energy: 17.8136328789872 + --- Workload: 188320000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 372 in the X datas point +-------------- + --- Configuration: 022220-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11478960786.722055 + --- Energy: 33.8887834603504 + --- Workload: 389008000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 539 in the X datas point +-------------- + --- Configuration: 020200-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12611406007.821594 + --- Energy: 35.941505988108695 + --- Workload: 453273000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 106 in the X datas point +-------------- + --- Configuration: 011110-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14403991634.16166 + --- Energy: 39.2183051603058 + --- Workload: 564900000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 234 in the X datas point +-------------- + --- Configuration: 333300-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14095922754.343307 + --- Energy: 39.9195324609141 + --- Workload: 562703000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 423 in the X datas point +-------------- + --- Configuration: 011100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12667865046.700085 + --- Energy: 40.3948990870666 + --- Workload: 511717000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 168 in the X datas point +-------------- + --- Configuration: 033300-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13694709322.947266 + --- Energy: 55.1474477747145 + --- Workload: 755228000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 324 in the X datas point +-------------- + --- Configuration: 002220-1-1 + --- Energy efficiency: 13404268723.41766 + --- Energy: 37.62672702026895 + --- Workload: 504359000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.369555647233597 mAh) is far from the median. +--- Median :37.62672702026895, the gap is : 10 +--- So yes we remove this configuration '022200-1-1' +--- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 0, 0, 1.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 1, 0, 1, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '001101-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '001101-3-0' +--- Neighbour 0 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 755 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5933274396.140998 + --- Energy: 12.801274922165252 + --- Workload: 75953500000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 560 in the X datas point +-------------- + --- Configuration: 002202-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12755215926.672813 + --- Energy: 62.95852732602467 + --- Workload: 803050000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '001101-3-0' +--- Neighbour 0 in the list of neghbours, And at position 755 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5933274396.140998 + --- Energy: 12.801274922165252 + --- Workload: 75953500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 276 in the X datas point +-------------- + --- Configuration: 101001-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5303154846.818372 + --- Energy: 14.4399767950293 + --- Workload: 76577300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 227 in the X datas point +-------------- + --- Configuration: 000111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12035490253.659992 + --- Energy: 49.4404352153497 + --- Workload: 595040000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 655 in the X datas point +-------------- + --- Configuration: 001101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11963267981.988104 + --- Energy: 50.131704402498926 + --- Workload: 599739000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 73 in the X datas point +-------------- + --- Configuration: 101111-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12835751160.993692 + --- Energy: 53.93709917505446 + --- Workload: 692323000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 561 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12080679610.712181 + --- Energy: 56.78135936837892 + --- Workload: 685957000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 632 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11809317315.175327 + --- Energy: 58.81039857197384 + --- Workload: 694511000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 560 in the X datas point +-------------- + --- Configuration: 002202-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12755215926.672813 + --- Energy: 62.95852732602467 + --- Workload: 803050000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 173 in the X datas point +-------------- + --- Configuration: 002202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13345451002.843914 + --- Energy: 76.0798450282377 + --- Workload: 1015320000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 508 in the X datas point +-------------- + --- Configuration: 101101-3-0 + --- Energy efficiency: 12655728742.172432 + --- Energy: 51.17451467754853 + --- Workload: 647651000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.801274922165252 mAh) is far from the median. +--- Median :51.17451467754853, the gap is : 10 +--- So yes we remove this configuration '001101-3-0' +--- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 0, 1, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 1, 0, 1, 0, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '002020-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '002020-2-3' +--- Neighbour 0 in the list of neghbours, And at position 756 in the X datas point +-------------- + --- Configuration: 002020-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6012216824.587563 + --- Energy: 12.615399718681916 + --- Workload: 75846500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 553 in the X datas point +-------------- + --- Configuration: 002220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13196111369.901518 + --- Energy: 79.03690304614342 + --- Workload: 1042980000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 646 in the X datas point +-------------- + --- Configuration: 202020-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13150575403.426777 + --- Energy: 78.5836408674881 + --- Workload: 1033420000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 266 in the X datas point +-------------- + --- Configuration: 101010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5883010454.109577 + --- Energy: 12.9248547023353 + --- Workload: 76037200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 540 in the X datas point +-------------- + --- Configuration: 011010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12504532893.173775 + --- Energy: 85.2562842548241 + --- Workload: 1066090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 705 in the X datas point +-------------- + --- Configuration: 202020-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11739583174.359812 + --- Energy: 83.50940706004823 + --- Workload: 980366000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 750 in the X datas point +-------------- + --- Configuration: 002000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5682237892.57161 + --- Energy: 13.395917496938448 + --- Workload: 76118600000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '002020-2-3' +--- Neighbour 0 in the list of neghbours, And at position 756 in the X datas point +-------------- + --- Configuration: 002020-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6012216824.587563 + --- Energy: 12.615399718681916 + --- Workload: 75846500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 266 in the X datas point +-------------- + --- Configuration: 101010-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5883010454.109577 + --- Energy: 12.9248547023353 + --- Workload: 76037200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 750 in the X datas point +-------------- + --- Configuration: 002000-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5682237892.57161 + --- Energy: 13.395917496938448 + --- Workload: 76118600000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 13 in the X datas point +-------------- + --- Configuration: 202220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13904280154.559978 + --- Energy: 77.17119209715501 + --- Workload: 1073010000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 646 in the X datas point +-------------- + --- Configuration: 202020-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13150575403.426777 + --- Energy: 78.5836408674881 + --- Workload: 1033420000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 553 in the X datas point +-------------- + --- Configuration: 002220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13196111369.901518 + --- Energy: 79.03690304614342 + --- Workload: 1042980000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 705 in the X datas point +-------------- + --- Configuration: 202020-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11739583174.359812 + --- Energy: 83.50940706004823 + --- Workload: 980366000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 540 in the X datas point +-------------- + --- Configuration: 011010-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12504532893.173775 + --- Energy: 85.2562842548241 + --- Workload: 1066090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 646 in the X datas point +-------------- + --- Configuration: 202020-2-3 + --- Energy efficiency: 13150575403.426777 + --- Energy: 78.5836408674881 + --- Workload: 1033420000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.615399718681916 mAh) is far from the median. +--- Median :78.5836408674881, the gap is : 10 +--- So yes we remove this configuration '002020-2-3' +--- remove_aberrant_points: The value [1.0, 0, 0, 1, 0, 1, 0, 2.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 1, 1, 2.0, 3.0] +--- Computing the list of the 10 first neighbours of '110011-2-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110011-2-3' +--- Neighbour 0 in the list of neghbours, And at position 757 in the X datas point +-------------- + --- Configuration: 110011-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5863314414.372156 + --- Energy: 12.909260168513825 + --- Workload: 75691200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 486 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 546 in the X datas point +-------------- + --- Configuration: 110011-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14409055803.391315 + --- Energy: 74.74536356458539 + --- Workload: 1077010000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 580 in the X datas point +-------------- + --- Configuration: 110001-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13484430876.110443 + --- Energy: 76.98065980311152 + --- Workload: 1038040000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110011-2-3' +--- Neighbour 0 in the list of neghbours, And at position 757 in the X datas point +-------------- + --- Configuration: 110011-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5863314414.372156 + --- Energy: 12.909260168513825 + --- Workload: 75691200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 48 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14334040479.330315 + --- Energy: 71.21791539618593 + --- Workload: 1020840000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 546 in the X datas point +-------------- + --- Configuration: 110011-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14409055803.391315 + --- Energy: 74.74536356458539 + --- Workload: 1077010000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 580 in the X datas point +-------------- + --- Configuration: 110001-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13484430876.110443 + --- Energy: 76.98065980311152 + --- Workload: 1038040000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 486 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 139 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14249500198.780527 + --- Energy: 80.579674343825 + --- Workload: 1148220000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 94 in the X datas point +-------------- + --- Configuration: 111011-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11902466429.093437 + --- Energy: 81.3667303591789 + --- Workload: 968465000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 37 in the X datas point +-------------- + --- Configuration: 222022-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14655579232.458004 + --- Energy: 98.33180383203538 + --- Workload: 1441110000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 486 in the X datas point +-------------- + --- Configuration: 111011-2-3 + --- Energy efficiency: 14236800706.145315 + --- Energy: 79.66681688807911 + --- Workload: 1134200000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.909260168513825 mAh) is far from the median. +--- Median :79.66681688807911, the gap is : 10 +--- So yes we remove this configuration '110011-2-3' +--- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 1, 1, 2.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0, 0, 0, 0, 0, 0, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '000000-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 758 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6028999487.535044 + --- Energy: 12.654544813790569 + --- Workload: 76294200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 612 in the X datas point +-------------- + --- Configuration: 100100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11460109650.329136 + --- Energy: 77.70891264945926 + --- Workload: 890553000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 647 in the X datas point +-------------- + --- Configuration: 001100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12879909016.32271 + --- Energy: 72.82903936158382 + --- Workload: 938032000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 666 in the X datas point +-------------- + --- Configuration: 010000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12860297304.353083 + --- Energy: 72.53963798699066 + --- Workload: 932881000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 421 in the X datas point +-------------- + --- Configuration: 000022-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000000-3-3' +--- Neighbour 0 in the list of neghbours, And at position 758 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6028999487.535044 + --- Energy: 12.654544813790569 + --- Workload: 76294200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 298 in the X datas point +-------------- + --- Configuration: 000000-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 15251088619.069136 + --- Energy: 67.64763 + --- Workload: 1031700000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 666 in the X datas point +-------------- + --- Configuration: 010000-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 12860297304.353083 + --- Energy: 72.53963798699066 + --- Workload: 932881000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 647 in the X datas point +-------------- + --- Configuration: 001100-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12879909016.32271 + --- Energy: 72.82903936158382 + --- Workload: 938032000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 612 in the X datas point +-------------- + --- Configuration: 100100-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11460109650.329136 + --- Energy: 77.70891264945926 + --- Workload: 890553000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 421 in the X datas point +-------------- + --- Configuration: 000022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12257064972.250004 + --- Energy: 79.5806220896002 + --- Workload: 975425000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 300 in the X datas point +-------------- + --- Configuration: 000000-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12446800294.572485 + --- Energy: 98.66502 + --- Workload: 1228063800000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 301 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11473711646.565487 + --- Energy: 115.13669 + --- Workload: 1321045181000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 313 in the X datas point +-------------- + --- Configuration: 000000-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 11473711743.841167 + --- Energy: 115.13669 + --- Workload: 1321045192200.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 552 in the X datas point +-------------- + --- Configuration: 000110-3-3 + --- Energy efficiency: 11259739674.818718 + --- Energy: 74.8050514094236 + --- Workload: 842285000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.654544813790569 mAh) is far from the median. +--- Median :74.8050514094236, the gap is : 10 +--- So yes we remove this configuration '000000-3-3' +--- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0, 0, 3.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 0, 0, 0, 0, 1, 1, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '000022-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '000022-2-1' +--- Neighbour 0 in the list of neghbours, And at position 759 in the X datas point +-------------- + --- Configuration: 000022-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10913492022.783005 + --- Energy: 17.236925200640222 + --- Workload: 188115000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 676 in the X datas point +-------------- + --- Configuration: 002022-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14639037922.427738 + --- Energy: 63.03819652563211 + --- Workload: 922819000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 364 in the X datas point +-------------- + --- Configuration: 000033-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 390 in the X datas point +-------------- + --- Configuration: 200222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15542938143.76907 + --- Energy: 66.2043614748613 + --- Workload: 1029010000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 536 in the X datas point +-------------- + --- Configuration: 000022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13874571102.320799 + --- Energy: 80.16963008427506 + --- Workload: 1112320000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '000022-2-1' +--- Neighbour 0 in the list of neghbours, And at position 759 in the X datas point +-------------- + --- Configuration: 000022-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10913492022.783005 + --- Energy: 17.236925200640222 + --- Workload: 188115000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 40 in the X datas point +-------------- + --- Configuration: 000011-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11067652130.41236 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 364 in the X datas point +-------------- + --- Configuration: 000033-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12689099302.353321 + --- Energy: 51.3326168675035 + --- Workload: 651365000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 676 in the X datas point +-------------- + --- Configuration: 002022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14639037922.427738 + --- Energy: 63.03819652563211 + --- Workload: 922819000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 390 in the X datas point +-------------- + --- Configuration: 200222-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15542938143.76907 + --- Energy: 66.2043614748613 + --- Workload: 1029010000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 174 in the X datas point +-------------- + --- Configuration: 220022-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15248016614.238901 + --- Energy: 67.2323504939425 + --- Workload: 1025160000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 568 in the X datas point +-------------- + --- Configuration: 002022-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13394465674.67254 + --- Energy: 75.26763933992237 + --- Workload: 1008170000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 201 in the X datas point +-------------- + --- Configuration: 300033-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13490088157.726112 + --- Energy: 75.6622282738419 + --- Workload: 1020690000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 207 in the X datas point +-------------- + --- Configuration: 000022-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14281185109.865158 + --- Energy: 76.4971891147909 + --- Workload: 1092470000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 536 in the X datas point +-------------- + --- Configuration: 000022-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13874571102.320799 + --- Energy: 80.16963008427506 + --- Workload: 1112320000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 390 in the X datas point +-------------- + --- Configuration: 200222-2-1 + --- Energy efficiency: 15542938143.76907 + --- Energy: 66.2043614748613 + --- Workload: 1029010000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (17.236925200640222 mAh) is far from the median. +--- Median :66.2043614748613, the gap is : 10 +--- So yes we remove this configuration '000022-2-1' +--- remove_aberrant_points: The value [1.0, 0, 0, 0, 0, 1, 1, 2.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '100000-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100000-1-1' +--- Neighbour 0 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 428 in the X datas point +-------------- + --- Configuration: 100100-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12184957913.155367 + --- Energy: 38.48271275814499 + --- Workload: 468910000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 621 in the X datas point +-------------- + --- Configuration: 100000-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12660327218.817299 + --- Energy: 51.604696137494564 + --- Workload: 653332000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 643 in the X datas point +-------------- + --- Configuration: 100001-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12431780603.935902 + --- Energy: 37.245499593655026 + --- Workload: 463028000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 250 in the X datas point +-------------- + --- Configuration: 100010-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100000-1-1' +--- Neighbour 0 in the list of neghbours, And at position 760 in the X datas point +-------------- + --- Configuration: 100000-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5587965756.945841 + --- Energy: 13.49249894433128 + --- Workload: 75395500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 279 in the X datas point +-------------- + --- Configuration: 100000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 2751497562.180254 + --- Energy: 22.55499 + --- Workload: 62060000000.00001 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 250 in the X datas point +-------------- + --- Configuration: 100010-0-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9201917679.644438 + --- Energy: 32.1912867561494 + --- Workload: 296221000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 643 in the X datas point +-------------- + --- Configuration: 100001-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12431780603.935902 + --- Energy: 37.245499593655026 + --- Workload: 463028000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 428 in the X datas point +-------------- + --- Configuration: 100100-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12184957913.155367 + --- Energy: 38.48271275814499 + --- Workload: 468910000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 157 in the X datas point +-------------- + --- Configuration: 100000-0-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10075333266.836134 + --- Energy: 50.7096930689716 + --- Workload: 510917000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 621 in the X datas point +-------------- + --- Configuration: 100000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12660327218.817299 + --- Energy: 51.604696137494564 + --- Workload: 653332000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (13.49249894433128 mAh) is far from the median. +--- Median :35.6832, the gap is : 10 +--- So yes we remove this configuration '100000-1-1' +--- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 0, 0, 1.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '011011-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011011-3-2' +--- Neighbour 0 in the list of neghbours, And at position 440 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 761 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6079027355.6231 + --- Energy: 12.473598223784801 + --- Workload: 75827400000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 545 in the X datas point +-------------- + --- Configuration: 011010-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13560884983.354015 + --- Energy: 77.7920837079026 + --- Workload: 1054930000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 256 in the X datas point +-------------- + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 271 in the X datas point +-------------- + --- Configuration: 010111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5520012806.429711 + --- Energy: 13.6504873016518 + --- Workload: 75350800000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011011-3-2' +--- Neighbour 0 in the list of neghbours, And at position 761 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6079027355.6231 + --- Energy: 12.473598223784801 + --- Workload: 75827400000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 271 in the X datas point +-------------- + --- Configuration: 010111-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5520012806.429711 + --- Energy: 13.6504873016518 + --- Workload: 75350800000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 333 in the X datas point +-------------- + --- Configuration: 011111-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13434937285.712751 + --- Energy: 68.27709347003412 + --- Workload: 917298000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 256 in the X datas point +-------------- + --- Configuration: 001011-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13559965557.687483 + --- Energy: 73.393325791739 + --- Workload: 995211000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 545 in the X datas point +-------------- + --- Configuration: 011010-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13560884983.354015 + --- Energy: 77.7920837079026 + --- Workload: 1054930000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 440 in the X datas point +-------------- + --- Configuration: 011011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13502784274.117321 + --- Energy: 82.79771486146721 + --- Workload: 1118000000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 71 in the X datas point +-------------- + --- Configuration: 011111-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14151777817.088272 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 672 in the X datas point +-------------- + --- Configuration: 011011-2-2 + --- Energy efficiency: 14338623807.5642 + --- Energy: 74.73239429974956 + --- Workload: 1071560000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.473598223784801 mAh) is far from the median. +--- Median :74.73239429974956, the gap is : 10 +--- So yes we remove this configuration '011011-3-2' +--- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 1, 1, 3.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 0, 1, 0, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '300300-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '300300-2-1' +--- Neighbour 0 in the list of neghbours, And at position 762 in the X datas point +-------------- + --- Configuration: 300300-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6026783023.757579 + --- Energy: 12.58462594133227 + --- Workload: 75844700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 712 in the X datas point +-------------- + --- Configuration: 300300-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11916238377.198992 + --- Energy: 39.019265274982374 + --- Workload: 464963000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 723 in the X datas point +-------------- + --- Configuration: 200200-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12643455810.489769 + --- Energy: 55.917443124663876 + --- Workload: 706990000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 474 in the X datas point +-------------- + --- Configuration: 330330-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13959598131.089003 + --- Energy: 56.36587794320171 + --- Workload: 786845000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 518 in the X datas point +-------------- + --- Configuration: 303303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '300300-2-1' +--- Neighbour 0 in the list of neghbours, And at position 762 in the X datas point +-------------- + --- Configuration: 300300-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6026783023.757579 + --- Energy: 12.58462594133227 + --- Workload: 75844700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 712 in the X datas point +-------------- + --- Configuration: 300300-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11916238377.198992 + --- Energy: 39.019265274982374 + --- Workload: 464963000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 289 in the X datas point +-------------- + --- Configuration: 300000-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13266987723.033262 + --- Energy: 47.10283999999999 + --- Workload: 624912800000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 472 in the X datas point +-------------- + --- Configuration: 303000-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13885591061.0119 + --- Energy: 50.17401859858811 + --- Workload: 696696000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 233 in the X datas point +-------------- + --- Configuration: 000200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12017367499.510292 + --- Energy: 53.677951058628 + --- Workload: 645068000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 723 in the X datas point +-------------- + --- Configuration: 200200-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12643455810.489769 + --- Energy: 55.917443124663876 + --- Workload: 706990000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 474 in the X datas point +-------------- + --- Configuration: 330330-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13959598131.089003 + --- Energy: 56.36587794320171 + --- Workload: 786845000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 518 in the X datas point +-------------- + --- Configuration: 303303-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14789355213.691393 + --- Energy: 71.90443674396933 + --- Workload: 1063420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 224 in the X datas point +-------------- + --- Configuration: 303300-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13967533864.285854 + --- Energy: 72.5489714103032 + --- Workload: 1013330000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 350 in the X datas point +-------------- + --- Configuration: 300300-3-0 + --- Energy efficiency: 10880623242.099306 + --- Energy: 53.6505919747787 + --- Workload: 583752000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.58462594133227 mAh) is far from the median. +--- Median :53.6505919747787, the gap is : 10 +--- So yes we remove this configuration '300300-2-1' +--- remove_aberrant_points: The value [2.0, 1, 0, 0, 1, 0, 0, 2.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0] +--- Computing the list of the 10 first neighbours of '111110-2-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '111110-2-1' +--- Neighbour 0 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 763 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6055761451.444905 + --- Energy: 12.504158981784528 + --- Workload: 75722300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '111110-2-1' +--- Neighbour 0 in the list of neghbours, And at position 763 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6055761451.444905 + --- Energy: 12.504158981784528 + --- Workload: 75722300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 325 in the X datas point +-------------- + --- Configuration: 111110-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 14911863431.18995 + --- Energy: 40.707805921643576 + --- Workload: 607029000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 347 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13786295870.452936 + --- Energy: 45.07023497595242 + --- Workload: 621352000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 500 in the X datas point +-------------- + --- Configuration: 111110-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13526400151.49568 + --- Energy: 45.93145920255071 + --- Workload: 621287000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 21 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15148485454.424267 + --- Energy: 58.45814541687684 + --- Workload: 885553000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 118 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15007150907.40738 + --- Energy: 58.6922029582491 + --- Workload: 880803000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 50 in the X datas point +-------------- + --- Configuration: 222220-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14563969322.455019 + --- Energy: 58.70456587016728 + --- Workload: 854971000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 198 in the X datas point +-------------- + --- Configuration: 111111-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15106812719.332037 + --- Energy: 58.7321270588738 + --- Workload: 887255000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 353 in the X datas point +-------------- + --- Configuration: 111110-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14286387786.85281 + --- Energy: 59.8357473888033 + --- Workload: 854837000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 257 in the X datas point +-------------- + --- Configuration: 011110-2-1 + --- Energy efficiency: 13743550838.768908 + --- Energy: 57.8940253640561 + --- Workload: 795670000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.504158981784528 mAh) is far from the median. +--- Median :57.8940253640561, the gap is : 10 +--- So yes we remove this configuration '111110-2-1' +--- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 1, 0, 3.0, 0.0] +--- Computing the list of the 10 first neighbours of '330030-3-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330030-3-0' +--- Neighbour 0 in the list of neghbours, And at position 764 in the X datas point +-------------- + --- Configuration: 330030-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5810507722.1647625 + --- Energy: 13.028609429521124 + --- Workload: 75702900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 619 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11927480916.030533 + --- Energy: 57.869084231929165 + --- Workload: 690232000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330030-3-0' +--- Neighbour 0 in the list of neghbours, And at position 764 in the X datas point +-------------- + --- Configuration: 330030-3-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5810507722.1647625 + --- Energy: 13.028609429521124 + --- Workload: 75702900000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 178 in the X datas point +-------------- + --- Configuration: 030330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11742271237.07176 + --- Energy: 50.8317348445158 + --- Workload: 596880000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 171 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12513561572.354038 + --- Energy: 51.7596710203295 + --- Workload: 647698000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 619 in the X datas point +-------------- + --- Configuration: 330330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11927480916.030533 + --- Energy: 57.869084231929165 + --- Workload: 690232000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 134 in the X datas point +-------------- + --- Configuration: 330333-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14500655429.625418 + --- Energy: 69.1154876227722 + --- Workload: 1002220000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 292 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 314 in the X datas point +-------------- + --- Configuration: 300000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11595544071.596024 + --- Energy: 73.04875 + --- Workload: 847040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 315 in the X datas point +-------------- + --- Configuration: 330000-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13041985695.23333 + --- Energy: 79.00024 + --- Workload: 1030320000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 112 in the X datas point +-------------- + --- Configuration: 330033-3-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12592000302.208008 + --- Energy: 83.5387640803202 + --- Workload: 1051920000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 88 in the X datas point +-------------- + --- Configuration: 333330-3-0 + --- Energy efficiency: 12477742826.233706 + --- Energy: 58.2884375590111 + --- Workload: 727308000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (13.028609429521124 mAh) is far from the median. +--- Median :58.2884375590111, the gap is : 10 +--- So yes we remove this configuration '330030-3-0' +--- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 1, 0, 3.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 1, 0, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '011011-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '011011-0-0' +--- Neighbour 0 in the list of neghbours, And at position 765 in the X datas point +-------------- + --- Configuration: 011011-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6266331626.802354 + --- Energy: 12.105878961419078 + --- Workload: 75859500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 388 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 585 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9783204195.037958 + --- Energy: 30.276377856940353 + --- Workload: 296200000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '011011-0-0' +--- Neighbour 0 in the list of neghbours, And at position 765 in the X datas point +-------------- + --- Configuration: 011011-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6266331626.802354 + --- Energy: 12.105878961419078 + --- Workload: 75859500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 149 in the X datas point +-------------- + --- Configuration: 111011-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7219330479.29135 + --- Energy: 28.6387646642511 + --- Workload: 206752000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 585 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9783204195.037958 + --- Energy: 30.276377856940353 + --- Workload: 296200000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 218 in the X datas point +-------------- + --- Configuration: 011011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10887754868.731785 + --- Energy: 31.3418994560934 + --- Workload: 341243000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 208 in the X datas point +-------------- + --- Configuration: 111011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11532602089.476847 + --- Energy: 33.4260041380091 + --- Workload: 385489000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 183 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12295616121.028208 + --- Energy: 39.9085203282099 + --- Workload: 490700000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 388 in the X datas point +-------------- + --- Configuration: 222022-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12210772587.792402 + --- Energy: 40.0698805124967 + --- Workload: 489284000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 337 in the X datas point +-------------- + --- Configuration: 001011-1-0 + --- Energy efficiency: 9632519385.445263 + --- Energy: 30.734807722364668 + --- Workload: 296054000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.105878961419078 mAh) is far from the median. +--- Median :30.734807722364668, the gap is : 10 +--- So yes we remove this configuration '011011-0-0' +--- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 1, 1, 0.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0] +--- Computing the list of the 10 first neighbours of '303333-1-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '303333-1-3' +--- Neighbour 0 in the list of neghbours, And at position 766 in the X datas point +-------------- + --- Configuration: 303333-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10578417278.363646 + --- Energy: 23.863863929112192 + --- Workload: 252442000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 137 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12840398976.87701 + --- Energy: 86.4225033041374 + --- Workload: 1109700000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 344 in the X datas point +-------------- + --- Configuration: 303303-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13438548206.760126 + --- Energy: 83.98672527663341 + --- Workload: 1128660000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 406 in the X datas point +-------------- + --- Configuration: 202222-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10660117090.726126 + --- Energy: 17.65816139009 + --- Workload: 188238000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 407 in the X datas point +-------------- + --- Configuration: 303333-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8563403439.062821 + --- Energy: 105.00109687320945 + --- Workload: 899168000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '303333-1-3' +--- Neighbour 0 in the list of neghbours, And at position 406 in the X datas point +-------------- + --- Configuration: 202222-1-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10660117090.726126 + --- Energy: 17.65816139009 + --- Workload: 188238000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 766 in the X datas point +-------------- + --- Configuration: 303333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10578417278.363646 + --- Energy: 23.863863929112192 + --- Workload: 252442000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 16 in the X datas point +-------------- + --- Configuration: 202222-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13244489299.11487 + --- Energy: 78.94530881409207 + --- Workload: 1045590000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 95 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13070067323.916784 + --- Energy: 83.5550372075793 + --- Workload: 1092070000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 344 in the X datas point +-------------- + --- Configuration: 303303-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13438548206.760126 + --- Energy: 83.98672527663341 + --- Workload: 1128660000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 487 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14917179817.652395 + --- Energy: 86.40713429401492 + --- Workload: 1288950000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 137 in the X datas point +-------------- + --- Configuration: 303333-0-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12840398976.87701 + --- Energy: 86.4225033041374 + --- Workload: 1109700000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 99 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14522261174.153862 + --- Energy: 91.8755525545871 + --- Workload: 1334240000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 185 in the X datas point +-------------- + --- Configuration: 333333-1-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14019405661.316395 + --- Energy: 97.3671383278909 + --- Workload: 1365030000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 407 in the X datas point +-------------- + --- Configuration: 303333-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8563403439.062821 + --- Energy: 105.00109687320945 + --- Workload: 899168000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 344 in the X datas point +-------------- + --- Configuration: 303303-1-3 + --- Energy efficiency: 13438548206.760126 + --- Energy: 83.98672527663341 + --- Workload: 1128660000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (23.863863929112192 mAh) is far from the median. +--- Median :83.98672527663341, the gap is : 10 +--- So yes we remove this configuration '303333-1-3' +--- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 1, 1, 1.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 0, 1, 0, 1, 1, 1, 0.0, 0.0] +--- Computing the list of the 10 first neighbours of '010111-0-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '010111-0-0' +--- Neighbour 0 in the list of neghbours, And at position 681 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6257234927.885367 + --- Energy: 26.08548752567013 + --- Workload: 163223000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 767 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5911528070.891045 + --- Energy: 12.756494833976223 + --- Workload: 75410500000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 573 in the X datas point +-------------- + --- Configuration: 000111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 4718027109.783772 + --- Energy: 25.382226466175275 + --- Workload: 119754000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 675 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7533921481.470321 + --- Energy: 27.536240775049926 + --- Workload: 207456000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '010111-0-0' +--- Neighbour 0 in the list of neghbours, And at position 767 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5911528070.891045 + --- Energy: 12.756494833976223 + --- Workload: 75410500000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 220 in the X datas point +-------------- + --- Configuration: 010100-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 3292105202.513851 + --- Energy: 23.5175293800191 + --- Workload: 77422300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 573 in the X datas point +-------------- + --- Configuration: 000111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 4718027109.783772 + --- Energy: 25.382226466175275 + --- Workload: 119754000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 681 in the X datas point +-------------- + --- Configuration: 010111-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6257234927.885367 + --- Energy: 26.08548752567013 + --- Workload: 163223000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 90 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7765120631.149005 + --- Energy: 26.7121133566337 + --- Workload: 207423000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 70 in the X datas point +-------------- + --- Configuration: 110011-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 6003554104.029585 + --- Energy: 27.241716653761866 + --- Workload: 163547000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 675 in the X datas point +-------------- + --- Configuration: 110111-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7533921481.470321 + --- Energy: 27.536240775049926 + --- Workload: 207456000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 2 in the X datas point +-------------- + --- Configuration: 110111-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11835117871.856445 + --- Energy: 36.734913097035495 + --- Workload: 434762000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 78 in the X datas point +-------------- + --- Configuration: 022222-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12317273251.316717 + --- Energy: 39.76219318534942 + --- Workload: 489762000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 60 in the X datas point +-------------- + --- Configuration: 110101-0-0 + --- Energy efficiency: 6206361520.558573 + --- Energy: 26.332761918292903 + --- Workload: 163431000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.756494833976223 mAh) is far from the median. +--- Median :26.332761918292903, the gap is : 10 +--- So yes we remove this configuration '010111-0-0' +--- remove_aberrant_points: The value [0.0, 0, 1, 0, 1, 1, 1, 0.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 0, 1, 0, 1, 3.0, 2.0] +--- Computing the list of the 10 first neighbours of '200202-3-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '200202-3-2' +--- Neighbour 0 in the list of neghbours, And at position 768 in the X datas point +-------------- + --- Configuration: 200202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10604352662.593887 + --- Energy: 17.76713091857071 + --- Workload: 188409000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 231 in the X datas point +-------------- + --- Configuration: 300333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13826764467.980669 + --- Energy: 100.311184339352 + --- Workload: 1386980000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 412 in the X datas point +-------------- + --- Configuration: 300333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14000308006.776148 + --- Energy: 97.0043167849163 + --- Workload: 1358090000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 416 in the X datas point +-------------- + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 471 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14772139744.44198 + --- Energy: 98.66003637723567 + --- Workload: 1457420000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '200202-3-2' +--- Neighbour 0 in the list of neghbours, And at position 768 in the X datas point +-------------- + --- Configuration: 200202-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10604352662.593887 + --- Energy: 17.76713091857071 + --- Workload: 188409000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 272 in the X datas point +-------------- + --- Configuration: 222202-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10467861049.612429 + --- Energy: 17.984386490349 + --- Workload: 188258000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 367 in the X datas point +-------------- + --- Configuration: 220202-3-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14401834217.605953 + --- Energy: 75.0091801682557 + --- Workload: 1080270000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 416 in the X datas point +-------------- + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 499 in the X datas point +-------------- + --- Configuration: 200222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14770830563.8026 + --- Energy: 89.22173143973053 + --- Workload: 1317880000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 412 in the X datas point +-------------- + --- Configuration: 300333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14000308006.776148 + --- Energy: 97.0043167849163 + --- Workload: 1358090000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 226 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14792899408.284023 + --- Energy: 98.0625210176743 + --- Workload: 1450630000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 471 in the X datas point +-------------- + --- Configuration: 220222-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14772139744.44198 + --- Energy: 98.66003637723567 + --- Workload: 1457420000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 231 in the X datas point +-------------- + --- Configuration: 300333-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13826764467.980669 + --- Energy: 100.311184339352 + --- Workload: 1386980000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 12 in the X datas point +-------------- + --- Configuration: 220202-3-2 + --- Energy efficiency: 14941965406.36169 + --- Energy: 88.45960297015073 + --- Workload: 1321760000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (17.76713091857071 mAh) is far from the median. +--- Median :88.45960297015073, the gap is : 10 +--- So yes we remove this configuration '200202-3-2' +--- remove_aberrant_points: The value [1.0, 1, 0, 0, 1, 0, 1, 3.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 0, 0, 1, 0, 0, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '001000-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '001000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 769 in the X datas point +-------------- + --- Configuration: 001000-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6484453522.679377 + --- Energy: 11.76973873612909 + --- Workload: 76320200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 524 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8465178488.288426 + --- Energy: 29.660392939079458 + --- Workload: 251081000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 527 in the X datas point +-------------- + --- Configuration: 011000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8513536523.071684 + --- Energy: 29.34546622830315 + --- Workload: 249834000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 537 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8558932529.934866 + --- Energy: 29.331584322088812 + --- Workload: 251046000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '001000-1-0' +--- Neighbour 0 in the list of neghbours, And at position 278 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 302 in the X datas point +-------------- + --- Configuration: 000000-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8146469908.297905 + --- Energy: 11.04773 + --- Workload: 90000000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 769 in the X datas point +-------------- + --- Configuration: 001000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6484453522.679377 + --- Energy: 11.76973873612909 + --- Workload: 76320200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 290 in the X datas point +-------------- + --- Configuration: 100000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9909170265.975996 + --- Energy: 28.15818 + --- Workload: 279024200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 537 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8558932529.934866 + --- Energy: 29.331584322088812 + --- Workload: 251046000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 527 in the X datas point +-------------- + --- Configuration: 011000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8513536523.071684 + --- Energy: 29.34546622830315 + --- Workload: 249834000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 524 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8465178488.288426 + --- Energy: 29.660392939079458 + --- Workload: 251081000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 293 in the X datas point +-------------- + --- Configuration: 000000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8498732877.373275 + --- Energy: 30.05234 + --- Workload: 255406809999.99997 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 297 in the X datas point +-------------- + --- Configuration: 000000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12798179535.467672 + --- Energy: 35.6832 + --- Workload: 456680000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 294 in the X datas point +-------------- + --- Configuration: 000000-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11750487231.831547 + --- Energy: 47.13362 + --- Workload: 553843000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 537 in the X datas point +-------------- + --- Configuration: 001010-1-0 + --- Energy efficiency: 8558932529.934866 + --- Energy: 29.331584322088812 + --- Workload: 251046000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (11.76973873612909 mAh) is far from the median. +--- Median :29.331584322088812, the gap is : 10 +--- So yes we remove this configuration '001000-1-0' +--- remove_aberrant_points: The value [0.0, 0, 0, 1, 0, 0, 0, 1.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '101111-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101111-3-3' +--- Neighbour 0 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 770 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5852539416.852973 + --- Energy: 12.941299579331238 + --- Workload: 75739300000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 392 in the X datas point +-------------- + --- Configuration: 001111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12266206111.514534 + --- Energy: 87.6643983443653 + --- Workload: 1075310000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 409 in the X datas point +-------------- + --- Configuration: 101111-3-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 17713662193.376507 + --- Energy: 64.82001619850253 + --- Workload: 1148200000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101111-3-3' +--- Neighbour 0 in the list of neghbours, And at position 770 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5852539416.852973 + --- Energy: 12.941299579331238 + --- Workload: 75739300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 409 in the X datas point +-------------- + --- Configuration: 101111-3-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 17713662193.376507 + --- Energy: 64.82001619850253 + --- Workload: 1148200000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 47 in the X datas point +-------------- + --- Configuration: 101110-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14166071691.655617 + --- Energy: 71.25193400283615 + --- Workload: 1009360000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 82 in the X datas point +-------------- + --- Configuration: 101111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13561013712.897066 + --- Energy: 82.9156109905908 + --- Workload: 1124420000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 392 in the X datas point +-------------- + --- Configuration: 001111-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12266206111.514534 + --- Energy: 87.6643983443653 + --- Workload: 1075310000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 30 in the X datas point +-------------- + --- Configuration: 202222-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15034451445.487333 + --- Energy: 92.69644842655524 + --- Workload: 1393640000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 103 in the X datas point +-------------- + --- Configuration: 111111-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12674978072.287935 + --- Energy: 96.2036865454932 + --- Workload: 1219380000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 83 in the X datas point +-------------- + --- Configuration: 111111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12616768189.5947 + --- Energy: 100.207122447555 + --- Workload: 1264290000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 9 in the X datas point +-------------- + --- Configuration: 202222-3-3 + --- Energy efficiency: 15103367446.80594 + --- Energy: 84.49044180099274 + --- Workload: 1276090000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.941299579331238 mAh) is far from the median. +--- Median :84.49044180099274, the gap is : 10 +--- So yes we remove this configuration '101111-3-3' +--- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 1, 1, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '330333-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330333-1-0' +--- Neighbour 0 in the list of neghbours, And at position 771 in the X datas point +-------------- + --- Configuration: 330333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10314063225.207571 + --- Energy: 24.401835984242894 + --- Workload: 251682000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330333-1-0' +--- Neighbour 0 in the list of neghbours, And at position 771 in the X datas point +-------------- + --- Configuration: 330333-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10314063225.207571 + --- Energy: 24.401835984242894 + --- Workload: 251682000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 81 in the X datas point +-------------- + --- Configuration: 222222-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15864982651.64147 + --- Energy: 48.4114598927455 + --- Workload: 768047000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 170 in the X datas point +-------------- + --- Configuration: 330333-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11461738424.790365 + --- Energy: 57.5070787061249 + --- Workload: 659131000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 52 in the X datas point +-------------- + --- Configuration: 220222-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 15440819969.30365 + --- Energy: 58.67863075260059 + --- Workload: 906046000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 126 in the X datas point +-------------- + --- Configuration: 330333-0-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13451509326.603992 + --- Energy: 65.8461101285994 + --- Workload: 885729000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 192 in the X datas point +-------------- + --- Configuration: 333333-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13730944881.241056 + --- Energy: 71.0356581632197 + --- Workload: 975387000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 465 in the X datas point +-------------- + --- Configuration: 330333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13912636987.301937 + --- Energy: 77.38792641178887 + --- Workload: 1076670000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 92 in the X datas point +-------------- + --- Configuration: 333333-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15052941194.179932 + --- Energy: 79.3851939063441 + --- Workload: 1194980000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 236 in the X datas point +-------------- + --- Configuration: 333333-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14384742966.220308 + --- Energy: 83.103378159748 + --- Workload: 1195420000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 210 in the X datas point +-------------- + --- Configuration: 033333-1-0 + --- Energy efficiency: 13418532066.266079 + --- Energy: 62.5543914533039 + --- Workload: 839388000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (24.401835984242894 mAh) is far from the median. +--- Median :62.5543914533039, the gap is : 10 +--- So yes we remove this configuration '330333-1-0' +--- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 1, 1, 1.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 1, 0, 1, 0, 0, 1, 1.0, 1.0] +--- Computing the list of the 10 first neighbours of '202002-1-1' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '202002-1-1' +--- Neighbour 0 in the list of neghbours, And at position 772 in the X datas point +-------------- + --- Configuration: 202002-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11353933911.02149 + --- Energy: 16.598746445608374 + --- Workload: 188461000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 202022-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 643 in the X datas point +-------------- + --- Configuration: 100001-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12431780603.935902 + --- Energy: 37.245499593655026 + --- Workload: 463028000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 644 in the X datas point +-------------- + --- Configuration: 202202-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13769969898.845802 + --- Energy: 41.393349766173586 + --- Workload: 569985000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 664 in the X datas point +-------------- + --- Configuration: 222002-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13972451913.80674 + --- Energy: 76.4325894344246 + --- Workload: 1067950000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 701 in the X datas point +-------------- + --- Configuration: 002002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10920273268.918282 + --- Energy: 33.42552978625363 + --- Workload: 365016000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '202002-1-1' +--- Neighbour 0 in the list of neghbours, And at position 772 in the X datas point +-------------- + --- Configuration: 202002-1-1 + --- Distance from that configuration: [1.] + --- Energy efficiency: 11353933911.02149 + --- Energy: 16.598746445608374 + --- Workload: 188461000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 701 in the X datas point +-------------- + --- Configuration: 002002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10920273268.918282 + --- Energy: 33.42552978625363 + --- Workload: 365016000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 643 in the X datas point +-------------- + --- Configuration: 100001-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12431780603.935902 + --- Energy: 37.245499593655026 + --- Workload: 463028000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 450 in the X datas point +-------------- + --- Configuration: 200000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11138350566.21805 + --- Energy: 37.46453250408571 + --- Workload: 417293000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 644 in the X datas point +-------------- + --- Configuration: 202202-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13769969898.845802 + --- Energy: 41.393349766173586 + --- Workload: 569985000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 449 in the X datas point +-------------- + --- Configuration: 202000-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12043389925.222591 + --- Energy: 61.77677173928621 + --- Workload: 744002000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 86 in the X datas point +-------------- + --- Configuration: 202022-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14390518375.252914 + --- Energy: 73.9118250482876 + --- Workload: 1063630000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 664 in the X datas point +-------------- + --- Configuration: 222002-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13972451913.80674 + --- Energy: 76.4325894344246 + --- Workload: 1067950000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 184 in the X datas point +-------------- + --- Configuration: 222000-1-1 + --- Energy efficiency: 13569165428.480322 + --- Energy: 37.8409560260374 + --- Workload: 513470000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (16.598746445608374 mAh) is far from the median. +--- Median :37.8409560260374, the gap is : 10 +--- So yes we remove this configuration '202002-1-1' +--- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 0, 1, 1.0, 1.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 0, 1, 0, 1, 2.0, 2.0] +--- Computing the list of the 10 first neighbours of '100101-2-2' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '100101-2-2' +--- Neighbour 0 in the list of neghbours, And at position 773 in the X datas point +-------------- + --- Configuration: 100101-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5895600702.755604 + --- Energy: 12.88737035992497 + --- Workload: 75978600000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 79 in the X datas point +-------------- + --- Configuration: 100101-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 415 in the X datas point +-------------- + --- Configuration: 110101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13709391069.976845 + --- Energy: 58.449843734673564 + --- Workload: 801312000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 416 in the X datas point +-------------- + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 541 in the X datas point +-------------- + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 653 in the X datas point +-------------- + --- Configuration: 100111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12648173350.804678 + --- Energy: 65.36175990721286 + --- Workload: 826707000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 671 in the X datas point +-------------- + --- Configuration: 100100-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12819017268.498163 + --- Energy: 54.9760816945145 + --- Workload: 704739000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 693 in the X datas point +-------------- + --- Configuration: 110100-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13984468848.896416 + --- Energy: 73.46366427282355 + --- Workload: 1027350000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '100101-2-2' +--- Neighbour 0 in the list of neghbours, And at position 773 in the X datas point +-------------- + --- Configuration: 100101-2-2 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5895600702.755604 + --- Energy: 12.88737035992497 + --- Workload: 75978600000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 671 in the X datas point +-------------- + --- Configuration: 100100-2-1 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12819017268.498163 + --- Energy: 54.9760816945145 + --- Workload: 704739000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 541 in the X datas point +-------------- + --- Configuration: 101101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14119886306.675457 + --- Energy: 56.83939361137568 + --- Workload: 802566000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 415 in the X datas point +-------------- + --- Configuration: 110101-2-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13709391069.976845 + --- Energy: 58.449843734673564 + --- Workload: 801312000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 653 in the X datas point +-------------- + --- Configuration: 100111-1-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12648173350.804678 + --- Energy: 65.36175990721286 + --- Workload: 826707000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 79 in the X datas point +-------------- + --- Configuration: 100101-1-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11817746710.23476 + --- Energy: 69.54756184550816 + --- Workload: 821895000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 197 in the X datas point +-------------- + --- Configuration: 001101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13985290271.692234 + --- Energy: 73.251940060295 + --- Workload: 1024450000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 693 in the X datas point +-------------- + --- Configuration: 110100-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13984468848.896416 + --- Energy: 73.46366427282355 + --- Workload: 1027350000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 10 in the X datas point +-------------- + --- Configuration: 101101-2-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14193154641.516396 + --- Energy: 75.19043109374802 + --- Workload: 1067190000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 416 in the X datas point +-------------- + --- Configuration: 101101-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13340679600.900229 + --- Energy: 83.02798102049613 + --- Workload: 1107650000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 653 in the X datas point +-------------- + --- Configuration: 100111-1-2 + --- Energy efficiency: 12648173350.804678 + --- Energy: 65.36175990721286 + --- Workload: 826707000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.88737035992497 mAh) is far from the median. +--- Median :65.36175990721286, the gap is : 10 +--- So yes we remove this configuration '100101-2-2' +--- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 0, 1, 2.0, 2.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [2.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '330003-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '330003-1-0' +--- Neighbour 0 in the list of neghbours, And at position 774 in the X datas point +-------------- + --- Configuration: 330003-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10281708532.07019 + --- Energy: 24.722444893035714 + --- Workload: 254189000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 339 in the X datas point +-------------- + --- Configuration: 220002-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12468874571.85002 + --- Energy: 37.3545557848716 + --- Workload: 465769000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 521 in the X datas point +-------------- + --- Configuration: 030003-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7055470105.973162 + --- Energy: 35.8863088610274 + --- Workload: 253195000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 577 in the X datas point +-------------- + --- Configuration: 330303-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14185463588.042788 + --- Energy: 62.03120341832688 + --- Workload: 879941000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '330003-1-0' +--- Neighbour 0 in the list of neghbours, And at position 774 in the X datas point +-------------- + --- Configuration: 330003-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 10281708532.07019 + --- Energy: 24.722444893035714 + --- Workload: 254189000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 288 in the X datas point +-------------- + --- Configuration: 300000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10860100930.50205 + --- Energy: 35.08751 + --- Workload: 381053900000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 521 in the X datas point +-------------- + --- Configuration: 030003-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7055470105.973162 + --- Energy: 35.8863088610274 + --- Workload: 253195000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 339 in the X datas point +-------------- + --- Configuration: 220002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12468874571.85002 + --- Energy: 37.3545557848716 + --- Workload: 465769000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 304 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8725809067.483562 + --- Energy: 38.59814 + --- Workload: 336800000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 259 in the X datas point +-------------- + --- Configuration: 330303-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10632890934.184532 + --- Energy: 38.6438793260726 + --- Workload: 410896000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 556 in the X datas point +-------------- + --- Configuration: 222002-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13717835106.13489 + --- Energy: 41.48623715392385 + --- Workload: 569101000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 577 in the X datas point +-------------- + --- Configuration: 330303-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14185463588.042788 + --- Energy: 62.03120341832688 + --- Workload: 879941000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 318 in the X datas point +-------------- + --- Configuration: 330303-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14023081992.960411 + --- Energy: 66.12237864852598 + --- Workload: 927239000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 284 in the X datas point +-------------- + --- Configuration: 330000-0-0 + --- Energy efficiency: 8725917881.017065 + --- Energy: 38.59814 + --- Workload: 336804200000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (24.722444893035714 mAh) is far from the median. +--- Median :38.59814, the gap is : 10 +--- So yes we remove this configuration '330003-1-0' +--- remove_aberrant_points: The value [2.0, 1, 1, 0, 0, 0, 1, 1.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 0, 1, 1, 0, 1, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '101101-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '101101-1-0' +--- Neighbour 0 in the list of neghbours, And at position 775 in the X datas point +-------------- + --- Configuration: 101101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5941064638.78327 + --- Energy: 12.77057489674986 + --- Workload: 75870700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 368 in the X datas point +-------------- + --- Configuration: 101101-2-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12808082412.325474 + --- Energy: 45.0099417425521 + --- Workload: 576491000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 644 in the X datas point +-------------- + --- Configuration: 202202-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13769969898.845802 + --- Energy: 41.393349766173586 + --- Workload: 569985000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 650 in the X datas point +-------------- + --- Configuration: 101101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6233792140.43487 + --- Energy: 26.21709253261557 + --- Workload: 163432000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '101101-1-0' +--- Neighbour 0 in the list of neghbours, And at position 775 in the X datas point +-------------- + --- Configuration: 101101-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5941064638.78327 + --- Energy: 12.77057489674986 + --- Workload: 75870700000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 650 in the X datas point +-------------- + --- Configuration: 101101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 6233792140.43487 + --- Energy: 26.21709253261557 + --- Workload: 163432000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 4 in the X datas point +-------------- + --- Configuration: 111101-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7744553642.650806 + --- Energy: 26.767238609212782 + --- Workload: 207301000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 3 in the X datas point +-------------- + --- Configuration: 101110-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11115693246.882881 + --- Energy: 30.700472577378978 + --- Workload: 341257000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 54 in the X datas point +-------------- + --- Configuration: 110101-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 10499448253.994251 + --- Energy: 32.51905730105663 + --- Workload: 341432000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 0 in the X datas point +-------------- + --- Configuration: 101111-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10829988671.831848 + --- Energy: 35.536402216432755 + --- Workload: 384859000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 644 in the X datas point +-------------- + --- Configuration: 202202-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13769969898.845802 + --- Energy: 41.393349766173586 + --- Workload: 569985000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 38 in the X datas point +-------------- + --- Configuration: 111101-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14823423380.68923 + --- Energy: 41.43583708148781 + --- Workload: 614221000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 368 in the X datas point +-------------- + --- Configuration: 101101-2-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12808082412.325474 + --- Energy: 45.0099417425521 + --- Workload: 576491000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 702 in the X datas point +-------------- + --- Configuration: 100101-1-0 + --- Energy efficiency: 9662862719.709341 + --- Energy: 30.72781519894828 + --- Workload: 296920000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.77057489674986 mAh) is far from the median. +--- Median :30.72781519894828, the gap is : 10 +--- So yes we remove this configuration '101101-1-0' +--- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 0, 1, 1.0, 0.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [0.0, 1, 1, 0, 0, 1, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '110010-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '110010-3-3' +--- Neighbour 0 in the list of neghbours, And at position 776 in the X datas point +-------------- + --- Configuration: 110010-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5868544600.938967 + --- Energy: 12.939562727214717 + --- Workload: 75936400000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 479 in the X datas point +-------------- + --- Configuration: 111010-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13018731350.667341 + --- Energy: 78.8194837737248 + --- Workload: 1026130000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 263 in the X datas point +-------------- + --- Configuration: 110111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5358769626.493757 + --- Energy: 14.0838858431668 + --- Workload: 75472200000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 571 in the X datas point +-------------- + --- Configuration: 220000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13209690629.045467 + --- Energy: 73.69017863100204 + --- Workload: 973425000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 757 in the X datas point +-------------- + --- Configuration: 110011-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5863314414.372156 + --- Energy: 12.909260168513825 + --- Workload: 75691200000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '110010-3-3' +--- Neighbour 0 in the list of neghbours, And at position 757 in the X datas point +-------------- + --- Configuration: 110011-2-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5863314414.372156 + --- Energy: 12.909260168513825 + --- Workload: 75691200000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 776 in the X datas point +-------------- + --- Configuration: 110010-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 5868544600.938967 + --- Energy: 12.939562727214717 + --- Workload: 75936400000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 263 in the X datas point +-------------- + --- Configuration: 110111-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 5358769626.493757 + --- Energy: 14.0838858431668 + --- Workload: 75472200000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 571 in the X datas point +-------------- + --- Configuration: 220000-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13209690629.045467 + --- Energy: 73.69017863100204 + --- Workload: 973425000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 46 in the X datas point +-------------- + --- Configuration: 220220-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14092347150.879715 + --- Energy: 77.28586489330746 + --- Workload: 1089140000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 164 in the X datas point +-------------- + --- Configuration: 111011-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14320636179.941658 + --- Energy: 77.6473695933206 + --- Workload: 1111960000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 479 in the X datas point +-------------- + --- Configuration: 111010-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13018731350.667341 + --- Energy: 78.8194837737248 + --- Workload: 1026130000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 26 in the X datas point +-------------- + --- Configuration: 110011-3-2 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13712530510.380384 + --- Energy: 81.77773921998886 + --- Workload: 1121380000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 458 in the X datas point +-------------- + --- Configuration: 220022-3-3 + --- Distance from that configuration: [0.74081822] + --- Energy efficiency: 13202208993.60881 + --- Energy: 95.35824625251036 + --- Workload: 1258940000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 571 in the X datas point +-------------- + --- Configuration: 220000-3-3 + --- Energy efficiency: 13209690629.045467 + --- Energy: 73.69017863100204 + --- Workload: 973425000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.939562727214717 mAh) is far from the median. +--- Median :73.69017863100204, the gap is : 10 +--- So yes we remove this configuration '110010-3-3' +--- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 1, 0, 3.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 1, 1, 1, 0, 3.0, 3.0] +--- Computing the list of the 10 first neighbours of '022220-3-3' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '022220-3-3' +--- Neighbour 0 in the list of neghbours, And at position 777 in the X datas point +-------------- + --- Configuration: 022220-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6021448399.197943 + --- Energy: 12.583421405685236 + --- Workload: 75770300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 030330-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '022220-3-3' +--- Neighbour 0 in the list of neghbours, And at position 777 in the X datas point +-------------- + --- Configuration: 022220-3-3 + --- Distance from that configuration: [1.] + --- Energy efficiency: 6021448399.197943 + --- Energy: 12.583421405685236 + --- Workload: 75770300000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 44 in the X datas point +-------------- + --- Configuration: 222220-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14471780028.94356 + --- Energy: 72.03533813993924 + --- Workload: 1042480000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 182 in the X datas point +-------------- + --- Configuration: 030330-3-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 13025293818.065302 + --- Energy: 75.2120882234259 + --- Workload: 979660000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 163 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 14052976912.364231 + --- Energy: 79.5738884766809 + --- Workload: 1118250000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 176 in the X datas point +-------------- + --- Configuration: 222220-2-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 13740416059.79829 + --- Energy: 83.7034659994173 + --- Workload: 1150120000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 636 in the X datas point +-------------- + --- Configuration: 022222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14763111118.98477 + --- Energy: 92.57130206150522 + --- Workload: 1366640000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 411 in the X datas point +-------------- + --- Configuration: 002220-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 11417401947.352076 + --- Energy: 95.64698110453958 + --- Workload: 1092040000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 7 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 15072476000.850086 + --- Energy: 97.28797445994333 + --- Workload: 1466370000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 342 in the X datas point +-------------- + --- Configuration: 222222-3-3 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 14602100074.032648 + --- Energy: 98.71806225531626 + --- Workload: 1441490000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 144 in the X datas point +-------------- + --- Configuration: 033330-3-2 + --- Energy efficiency: 13766178701.51896 + --- Energy: 79.7127969833484 + --- Workload: 1097340000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (12.583421405685236 mAh) is far from the median. +--- Median :79.7127969833484, the gap is : 10 +--- So yes we remove this configuration '022220-3-3' +--- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 1, 0, 3.0, 3.0] is an abberant point. we don't add it + --- remove_aberrant_points: do we remove value [1.0, 0, 1, 0, 0, 1, 0, 1.0, 0.0] +--- Computing the list of the 10 first neighbours of '020020-1-0' +*** START computing ci exp matrix +X = [[0. 1. 0. ... 1. 1. 0.] + [0. 0. 1. ... 1. 0. 3.] + [0. 1. 1. ... 1. 0. 1.] + ... + [0. 1. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 3. 3.] + [1. 0. 1. ... 0. 1. 0.]] +*** END computing ci exp matrix, cached result [[[1. ] + [0.24659696] + [0.67032005] + ... + [0.18268352] + [0.18268352] + [0.54881164]] + + [[0.24659696] + [1. ] + [0.44932896] + ... + [0.27253179] + [0.27253179] + [0.24659696]] + + [[0.67032005] + [0.44932896] + [1. ] + ... + [0.22313016] + [0.18268352] + [0.54881164]] + + ... + + [[0.18268352] + [0.27253179] + [0.22313016] + ... + [1. ] + [0.67032005] + [0.22313016]] + + [[0.18268352] + [0.27253179] + [0.18268352] + ... + [0.67032005] + [1. ] + [0.22313016]] + + [[0.54881164] + [0.24659696] + [0.54881164] + ... + [0.22313016] + [0.22313016] + [1. ]]] +--- Ordered by distance, Printing the list of the 10 first neighbours of '020020-1-0' +--- Neighbour 0 in the list of neghbours, And at position 778 in the X datas point +-------------- + --- Configuration: 020020-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5577369266.464394 + --- Energy: 13.574697742750608 + --- Workload: 75711000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 630 in the X datas point +-------------- + --- Configuration: 020022-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 12661321056.916437 + --- Energy: 36.88800733705025 + --- Workload: 467051000000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 634 in the X datas point +-------------- + --- Configuration: 010010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8677467220.867573 + --- Energy: 29.01647467870326 + --- Workload: 251789000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 730 in the X datas point +-------------- + --- Configuration: 030030-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8319329129.299013 + --- Energy: 30.213348273400626 + --- Workload: 251355000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 435 in the X datas point +-------------- + --- Configuration: 010010-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12144942603.001259 + --- Energy: 38.33628258038769 + --- Workload: 465592000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 464 in the X datas point +-------------- + --- Configuration: 010110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9252662453.621029 + --- Energy: 32.02904675461461 + --- Workload: 296355000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 585 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9783204195.037958 + --- Energy: 30.276377856940353 + --- Workload: 296200000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 660 in the X datas point +-------------- + --- Configuration: 000020-0-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 1568536414.3571274 + --- Energy: 23.271814457222327 + --- Workload: 36502700000.0 +-------------- +--- Ordered by energy, Printing the list of the 10 first neighbours of '020020-1-0' +--- Neighbour 0 in the list of neghbours, And at position 778 in the X datas point +-------------- + --- Configuration: 020020-1-0 + --- Distance from that configuration: [1.] + --- Energy efficiency: 5577369266.464394 + --- Energy: 13.574697742750608 + --- Workload: 75711000000.0 +-------------- +--- Neighbour 1 in the list of neghbours, And at position 660 in the X datas point +-------------- + --- Configuration: 000020-0-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 1568536414.3571274 + --- Energy: 23.271814457222327 + --- Workload: 36502700000.0 +-------------- +--- Neighbour 2 in the list of neghbours, And at position 513 in the X datas point +-------------- + --- Configuration: 010000-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 7423574302.555194 + --- Energy: 27.86299512820046 + --- Workload: 206843000000.0 +-------------- +--- Neighbour 3 in the list of neghbours, And at position 634 in the X datas point +-------------- + --- Configuration: 010010-1-0 + --- Distance from that configuration: [0.90483742] + --- Energy efficiency: 8677467220.867573 + --- Energy: 29.01647467870326 + --- Workload: 251789000000.0 +-------------- +--- Neighbour 4 in the list of neghbours, And at position 730 in the X datas point +-------------- + --- Configuration: 030030-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 8319329129.299013 + --- Energy: 30.213348273400626 + --- Workload: 251355000000.0 +-------------- +--- Neighbour 5 in the list of neghbours, And at position 585 in the X datas point +-------------- + --- Configuration: 010011-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9783204195.037958 + --- Energy: 30.276377856940353 + --- Workload: 296200000000.0 +-------------- +--- Neighbour 6 in the list of neghbours, And at position 464 in the X datas point +-------------- + --- Configuration: 010110-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 9252662453.621029 + --- Energy: 32.02904675461461 + --- Workload: 296355000000.0 +-------------- +--- Neighbour 7 in the list of neghbours, And at position 136 in the X datas point +-------------- + --- Configuration: 222020-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 10515534599.263493 + --- Energy: 32.3911267160719 + --- Workload: 340610000000.0 +-------------- +--- Neighbour 8 in the list of neghbours, And at position 630 in the X datas point +-------------- + --- Configuration: 020022-1-0 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12661321056.916437 + --- Energy: 36.88800733705025 + --- Workload: 467051000000.0 +-------------- +--- Neighbour 9 in the list of neghbours, And at position 435 in the X datas point +-------------- + --- Configuration: 010010-1-1 + --- Distance from that configuration: [0.81873075] + --- Energy efficiency: 12144942603.001259 + --- Energy: 38.33628258038769 + --- Workload: 465592000000.0 +-------------- +-------------- +--- Median at position 4 in the list of neghbours, And at position 730 in the X datas point +-------------- + --- Configuration: 030030-1-0 + --- Energy efficiency: 8319329129.299013 + --- Energy: 30.213348273400626 + --- Workload: 251355000000.0 +-------------- +--- Comparing the median energy with the energy of that data point +--- The energy of the current configuration (13.574697742750608 mAh) is far from the median. +--- Median :30.213348273400626, the gap is : 10 +--- So yes we remove this configuration '020020-1-0' +--- remove_aberrant_points: The value [1.0, 0, 1, 0, 0, 1, 0, 1.0, 0.0] is an abberant point. we don't add it +--- remove_aberrant_points: Printing all 151 removed points + --- Configuration: 333333-3-2 + --- Energy: 85.51534231485796 + --- Configuration: 220202-3-2 + --- Energy: 88.45960297015073 + --- Configuration: 222022-2-3 + --- Energy: 98.33180383203538 + --- Configuration: 220222-2-0 + --- Energy: 58.67863075260059 + --- Configuration: 333333-3-3 + --- Energy: 77.67467453614748 + --- Configuration: 303033-3-3 + --- Energy: 75.15771108741323 + --- Configuration: 111111-3-3 + --- Energy: 100.207122447555 + --- Configuration: 111010-3-1 + --- Energy: 70.2667978545078 + --- Configuration: 111011-1-3 + --- Energy: 81.3667303591789 + --- Configuration: 222222-2-3 + --- Energy: 102.719273058889 + --- Configuration: 111111-2-3 + --- Energy: 96.2036865454932 + --- Configuration: 200202-3-0 + --- Energy: 65.7590425822352 + --- Configuration: 330033-3-0 + --- Energy: 83.5387640803202 + --- Configuration: 022222-2-0 + --- Energy: 57.2873551037916 + --- Configuration: 202222-3-1 + --- Energy: 87.1615988005907 + --- Configuration: 333333-2-2 + --- Energy: 102.945501098208 + --- Configuration: 000300-2-3 + --- Energy: 90.2662722413003 + --- Configuration: 330333-0-1 + --- Energy: 65.8461101285994 + --- Configuration: 303033-2-2 + --- Energy: 99.1199512733933 + --- Configuration: 202222-2-1 + --- Energy: 71.5812859564726 + --- Configuration: 220202-1-2 + --- Energy: 75.6785562491319 + --- Configuration: 202220-0-2 + --- Energy: 54.4639625494408 + --- Configuration: 333333-1-3 + --- Energy: 97.3671383278909 + --- Configuration: 033033-2-2 + --- Energy: 94.0135655715655 + --- Configuration: 101110-0-3 + --- Energy: 73.6624240556838 + --- Configuration: 033333-1-0 + --- Energy: 62.5543914533039 + --- Configuration: 333333-3-2 + --- Energy: 112.252246650916 + --- Configuration: 110100-1-3 + --- Energy: 77.6226342959476 + --- Configuration: 100111-3-1 + --- Energy: 80.0526614822044 + --- Configuration: 222022-2-0 + --- Energy: 58.262720853322 + --- Configuration: 300333-3-2 + --- Energy: 100.311184339352 + --- Configuration: 101111-0-3 + --- Energy: 58.0655432702143 + --- Configuration: 333033-2-2 + --- Energy: 75.3926735584727 + --- Configuration: 033030-3-2 + --- Energy: 16.3307947163033 + --- Configuration: 333330-1-0 + --- Energy: 13.4893048354332 + --- Configuration: 222202-0-1 + --- Energy: 18.3191369059882 + --- Configuration: 110111-3-3 + --- Energy: 14.0838858431668 + --- Configuration: 333330-2-3 + --- Energy: 13.9697963651223 + --- Configuration: 111111-2-0 + --- Energy: 13.7189335182749 + --- Configuration: 101010-2-3 + --- Energy: 12.9248547023353 + --- Configuration: 333333-2-2 + --- Energy: 25.3623210355619 + --- Configuration: 222002-2-3 + --- Energy: 18.1188341516786 + --- Configuration: 222022-1-3 + --- Energy: 17.9776183946517 + --- Configuration: 033033-1-2 + --- Energy: 24.5924899083227 + --- Configuration: 010111-3-2 + --- Energy: 13.6504873016518 + --- Configuration: 222202-3-2 + --- Energy: 17.984386490349 + --- Configuration: 330330-0-0 + --- Energy: 13.8323700917135 + --- Configuration: 222222-1-2 + --- Energy: 17.8171709875973 + --- Configuration: 022222-1-1 + --- Energy: 17.8136328789872 + --- Configuration: 101001-3-0 + --- Energy: 14.4399767950293 + --- Configuration: 033333-0-0 + --- Energy: 24.0280687781385 + --- Configuration: 000000-0-0 + --- Energy: 11.04773 + --- Configuration: 300000-3-0 + --- Energy: 73.04875 + --- Configuration: 000000-3-0 + --- Energy: 66.8775 + --- Configuration: 000000-0-3 + --- Energy: 77.6323 + --- Configuration: 000000-3-1 + --- Energy: 80.6761 + --- Configuration: 000000-3-2 + --- Energy: 98.66502 + --- Configuration: 000000-3-3 + --- Energy: 115.13669 + --- Configuration: 000000-0-0 + --- Energy: 11.04773 + --- Configuration: 333330-0-0 + --- Energy: 56.82057 + --- Configuration: 333333-3-0 + --- Energy: 106.21078 + --- Configuration: 333333-3-3 + --- Energy: 123.82321 + --- Configuration: 000000-3-0 + --- Energy: 66.8775 + --- Configuration: 000000-3-0 + --- Energy: 77.6323 + --- Configuration: 000000-3-3 + --- Energy: 115.13669 + --- Configuration: 300000-3-0 + --- Energy: 73.04875 + --- Configuration: 330000-3-0 + --- Energy: 79.00024 + --- Configuration: 333000-3-0 + --- Energy: 92.14393 + --- Configuration: 300000-3-3 + --- Energy: 96.57158 + --- Configuration: 333333-3-0 + --- Energy: 83.8569021514259 + --- Configuration: 022202-2-2 + --- Energy: 86.55908372523825 + --- Configuration: 333330-0-2 + --- Energy: 54.89737027002233 + --- Configuration: 011111-2-2 + --- Energy: 75.3366281487845 + --- Configuration: 333033-2-2 + --- Energy: 102.002963990619 + --- Configuration: 222222-2-0 + --- Energy: 20.2730896056071 + --- Configuration: 220222-2-3 + --- Energy: 109.874202798205 + --- Configuration: 330033-0-2 + --- Energy: 80.8971097844968 + --- Configuration: 111011-2-0 + --- Energy: 14.9822385679116 + --- Configuration: 101101-1-3 + --- Energy: 13.362479905568 + --- Configuration: 202222-1-3 + --- Energy: 17.65816139009 + --- Configuration: 303333-2-3 + --- Energy: 105.00109687320945 + --- Configuration: 000000-1-2 + --- Energy: 39.92204534168386 + --- Configuration: 101111-3-2 + --- Energy: 64.82001619850253 + --- Configuration: 002220-3-3 + --- Energy: 95.64698110453958 + --- Configuration: 303000-1-3 + --- Energy: 74.4831318809973 + --- Configuration: 033303-0-0 + --- Energy: 51.680919654150905 + --- Configuration: 003030-1-1 + --- Energy: 38.31727344984162 + --- Configuration: 010111-1-1 + --- Energy: 42.04621333129826 + --- Configuration: 303330-2-3 + --- Energy: 94.73104953565642 + --- Configuration: 222222-2-1 + --- Energy: 76.22620686685552 + --- Configuration: 330330-2-1 + --- Energy: 56.36587794320171 + --- Configuration: 222022-2-0 + --- Energy: 57.21047710637256 + --- Configuration: 022202-2-2 + --- Energy: 87.20829086123818 + --- Configuration: 222222-1-2 + --- Energy: 81.35830423904434 + --- Configuration: 020200-1-1 + --- Energy: 35.941505988108695 + --- Configuration: 011010-2-3 + --- Energy: 85.2562842548241 + --- Configuration: 033030-0-0 + --- Energy: 23.84502806404063 + --- Configuration: 020200-2-0 + --- Energy: 40.672301388671954 + --- Configuration: 202222-2-0 + --- Energy: 59.2169275668937 + --- Configuration: 003333-2-0 + --- Energy: 70.52682283226056 + --- Configuration: 333033-1-3 + --- Energy: 94.29930793987965 + --- Configuration: 330003-3-2 + --- Energy: 94.49408464421893 + --- Configuration: 030333-2-2 + --- Energy: 77.43016666098337 + --- Configuration: 110100-2-2 + --- Energy: 73.46366427282355 + --- Configuration: 333303-2-2 + --- Energy: 99.6674290491051 + --- Configuration: 030330-3-1 + --- Energy: 72.65400201940935 + --- Configuration: 033003-3-1 + --- Energy: 96.92513711752248 + --- Configuration: 030000-3-2 + --- Energy: 92.80579213921902 + --- Configuration: 003333-1-0 + --- Energy: 25.752705265432734 + --- Configuration: 011101-1-0 + --- Energy: 12.82440487818982 + --- Configuration: 000033-2-0 + --- Energy: 25.378870651700414 + --- Configuration: 002220-2-0 + --- Energy: 13.05030508081098 + --- Configuration: 020222-2-0 + --- Energy: 16.962130007740114 + --- Configuration: 300303-1-3 + --- Energy: 23.671865117505998 + --- Configuration: 000300-1-0 + --- Energy: 12.605191807912393 + --- Configuration: 020220-2-0 + --- Energy: 12.724500572380222 + --- Configuration: 111110-3-0 + --- Energy: 12.568567782753549 + --- Configuration: 222020-2-2 + --- Energy: 13.02862273430083 + --- Configuration: 303330-2-1 + --- Energy: 13.100460968293364 + --- Configuration: 101100-1-3 + --- Energy: 13.162529333531099 + --- Configuration: 003303-1-0 + --- Energy: 23.48970283086431 + --- Configuration: 303030-3-2 + --- Energy: 12.57695300211794 + --- Configuration: 002000-2-2 + --- Energy: 13.395917496938448 + --- Configuration: 222002-3-0 + --- Energy: 16.982170959553237 + --- Configuration: 000030-2-0 + --- Energy: 12.26762907254409 + --- Configuration: 101010-3-0 + --- Energy: 13.04299789746687 + --- Configuration: 022200-1-1 + --- Energy: 12.369555647233597 + --- Configuration: 001101-3-0 + --- Energy: 12.801274922165252 + --- Configuration: 002020-2-3 + --- Energy: 12.615399718681916 + --- Configuration: 110011-2-3 + --- Energy: 12.909260168513825 + --- Configuration: 000000-3-3 + --- Energy: 12.654544813790569 + --- Configuration: 000022-2-1 + --- Energy: 17.236925200640222 + --- Configuration: 100000-1-1 + --- Energy: 13.49249894433128 + --- Configuration: 011011-3-2 + --- Energy: 12.473598223784801 + --- Configuration: 300300-2-1 + --- Energy: 12.58462594133227 + --- Configuration: 111110-2-1 + --- Energy: 12.504158981784528 + --- Configuration: 330030-3-0 + --- Energy: 13.028609429521124 + --- Configuration: 011011-0-0 + --- Energy: 12.105878961419078 + --- Configuration: 303333-1-3 + --- Energy: 23.863863929112192 + --- Configuration: 010111-0-0 + --- Energy: 12.756494833976223 + --- Configuration: 200202-3-2 + --- Energy: 17.76713091857071 + --- Configuration: 001000-1-0 + --- Energy: 11.76973873612909 + --- Configuration: 101111-3-3 + --- Energy: 12.941299579331238 + --- Configuration: 330333-1-0 + --- Energy: 24.401835984242894 + --- Configuration: 202002-1-1 + --- Energy: 16.598746445608374 + --- Configuration: 100101-2-2 + --- Energy: 12.88737035992497 + --- Configuration: 330003-1-0 + --- Energy: 24.722444893035714 + --- Configuration: 101101-1-0 + --- Energy: 12.77057489674986 + --- Configuration: 110010-3-3 + --- Energy: 12.939562727214717 + --- Configuration: 022220-3-3 + --- Energy: 12.583421405685236 + --- Configuration: 020020-1-0 + --- Energy: 13.574697742750608 +final_X_user friendly : + ['101111-1-0', '011001-0-3', '110111-0-1', '101110-1-0', '111101-0-0', '111110-1-2', '303303-0-1', '222222-3-3', '202222-3-3', '101101-2-2', '003330-3-2', '202220-2-3', '333030-0-2', '303330-3-0', '202222-0-3', '030333-2-3', '022202-2-0', '111010-2-0', '333333-1-2', '111111-2-1', '222220-0-3', '000300-0-0', '222222-3-2', '333300-3-0', '110011-3-2', '111011-2-1', '202202-2-3', '333303-1-2', '202222-2-3', '300033-3-2', '330333-2-2', '220222-0-1', '033333-0-3', '110110-0-3', '110001-0-2', '111101-1-1', '022022-1-3', '000011-1-1', '111011-3-0', '220020-1-2', '333033-0-2', '222220-3-3', '030300-2-0', '220220-3-2', '101110-2-3', '111011-2-3', '303300-0-1', '222220-2-1', '200222-2-3', '110101-1-0', '011010-1-3', '303330-1-2', '033033-2-0', '333300-0-1', '111111-3-1', '110101-0-0', '003333-1-2', '333333-2-1', '333300-1-0', '220020-0-1', '111111-1-2', '101101-0-2', '330330-2-3', '333333-3-1', '220220-0-0', '110011-0-0', '011111-3-2', '303333-3-1', '101111-3-0', '222222-2-3', '022222-0-3', '333033-0-2', '022222-0-0', '100101-1-3', '110111-1-2', '222222-1-0', '101111-3-3', '003333-3-1', '011111-1-2', '202022-1-2', '330030-2-2', '333330-3-0', '111110-1-0', '110111-0-0', '202222-0-2', '333333-1-1', '303333-0-3', '033033-1-1', '111111-3-1', '333333-1-3', '011010-2-1', '333333-3-3', '330030-0-1', '111111-2-2', '033333-0-2', '011110-1-1', '333033-0-0', '002200-2-2', '011110-3-1', '111111-0-2', '222202-2-1', '030033-0-1', '111111-2-1', '101111-2-1', '100110-0-2', '333300-1-2', '010110-0-2', '222220-1-2', '222222-0-1', '033030-0-3', '033330-0-0', '111111-1-2', '202022-3-3', '303300-3-3', '330333-3-0', '333033-2-1', '222020-1-0', '303333-0-3', '222202-3-1', '111111-2-3', '111111-1-3', '111110-1-0', '222022-0-3', '220020-0-3', '033330-3-2', '111111-2-0', '111101-1-1', '111111-2-3', '333300-1-0', '111011-0-0', '220202-1-1', '033033-3-2', '022202-0-0', '033033-1-0', '003333-2-3', '222022-1-0', '033333-1-2', '100000-0-2', '222222-2-3', '202222-0-2', '333303-2-1', '303333-2-0', '220220-1-2', '222220-2-3', '111011-3-3', '222220-0-1', '111111-1-0', '033300-2-1', '222222-0-2', '330333-0-0', '330330-3-0', '101110-1-0', '002202-3-1', '220022-2-1', '222220-2-3', '222002-0-2', '030330-3-0', '222022-3-3', '333333-0-1', '202222-2-2', '030330-3-3', '222022-0-0', '222000-1-1', '101011-3-1', '330303-3-1', '333033-0-2', '030033-2-3', '333333-3-3', '333333-1-0', '101011-3-0', '333033-1-1', '222202-1-2', '222020-2-1', '001101-2-2', '111111-2-1', '222222-1-1', '300033-2-1', '111101-2-3', '303333-3-1', '110110-3-1', '222220-3-1', '110110-2-0', '000022-2-2', '111011-1-0', '222220-1-0', '202222-1-0', '011111-2-1', '110111-2-0', '333333-0-3', '110111-2-0', '011011-1-0', '010100-0-0', '222202-3-0', '222222-3-0', '330033-2-1', '303300-2-2', '220222-3-2', '000111-3-0', '111001-2-2', '020220-2-1', '222222-0-0', '222222-0-3', '000200-2-1', '333300-1-1', '330030-0-1', '333333-2-0', '110010-0-3', '330030-1-2', '222222-3-0', '222222-3-2', '220202-0-1', '333030-3-2', '111011-1-1', '202220-3-0', '220220-1-2', '110111-1-2', '111111-1-3', '222020-2-0', '333303-0-2', '100010-0-1', '222222-3-1', '222202-1-2', '110011-0-2', '101011-1-2', '001011-2-2', '011110-2-1', '330303-0-0', '100000-0-0', '200000-0-0', '300000-0-0', '110000-0-0', '220000-0-0', '330000-0-0', '111000-0-0', '222000-0-0', '333000-0-0', '300000-1-0', '300000-2-0', '100000-1-0', '200000-2-0', '000000-1-0', '000000-2-0', '000000-1-1', '000000-2-2', '300000-0-0', '330000-0-0', '333000-0-0', '333300-0-0', '333333-0-0', '330303-1-1', '100111-1-0', '303033-3-1', '101111-1-3', '002220-1-1', '111110-1-1', '220222-3-3', '022202-2-3', '000100-0-2', '011001-2-1', '222222-3-2', '220202-2-3', '222222-1-3', '011111-3-1', '333300-2-2', '333030-0-1', '030333-2-2', '001011-1-0', '033333-0-2', '220002-1-0', '330333-0-3', '111111-1-1', '222222-3-3', '220022-3-2', '303303-1-3', '011111-2-0', '011101-0-2', '111110-2-0', '333333-2-0', '300300-3-0', '033033-1-2', '222220-0-3', '111110-2-1', '330033-1-3', '333033-2-3', '022222-1-0', '222022-2-3', '202222-1-0', '100011-0-0', '333333-2-0', '010101-3-0', '222222-1-0', '000033-1-1', '033030-1-2', '111111-3-0', '220202-3-1', '101101-2-0', '222222-0-2', '303333-1-1', '000222-0-2', '022220-0-1', '222200-1-3', '022220-2-2', '222200-1-2', '300333-0-0', '111101-0-3', '220022-3-0', '000333-2-0', '111001-3-0', '330333-2-2', '110111-3-1', '222022-3-1', '333333-0-0', '220002-3-0', '303333-0-0', '222022-0-0', '033033-3-1', '200222-2-1', '111000-2-0', '001111-3-3', '033333-3-3', '222202-1-3', '222202-2-1', '100101-2-0', '033030-3-1', '222220-2-0', '300333-1-2', '010100-2-1', '022002-2-3', '300333-3-2', '100011-3-2', '110101-2-1', '101101-3-2', '111110-1-0', '002020-2-0', '330000-3-3', '003003-3-3', '000022-3-3', '033000-2-0', '011100-1-1', 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'111001-1-2', '333333-3-2', '022022-3-3', '022222-0-2', '030303-1-2', '022222-2-3', '101101-3-0', '000202-2-0', '111011-0-3', '220200-2-2', '333000-3-0', '010000-1-0', '330303-1-2', '110000-0-0', '202002-3-0', '303303-2-1', '200022-2-3', '030300-2-3', '030003-0-0', '000000-2-0', '202220-2-1', '001010-1-0', '202000-0-0', '100000-3-0', '011000-1-0', '022222-1-2', '333300-1-0', '003303-1-1', '000000-3-1', '000110-1-1', '220000-3-0', '022022-1-3', '000022-3-2', '001010-1-0', '000333-2-0', '101101-2-1', '330330-3-3', '022222-3-1', '202022-3-1', '011010-3-2', '110011-2-2', '033030-2-0', '220222-2-3', '101011-3-2', '333303-0-0', '011001-3-1', '000110-3-3', '002220-2-3', '222222-2-2', '300000-3-1', '222002-1-0', '110000-1-2', '001101-1-1', '002202-3-0', '101101-3-0', '101110-2-2', '020202-1-3', '030300-3-0', '020200-2-3', '222220-2-0', '101001-3-0', '002022-3-1', '002020-3-0', '202000-3-3', '220000-3-3', '003333-1-0', '000111-0-0', '333033-2-0', '020000-1-3', '330303-2-0', '110101-3-3', 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11668883754.580038, 14885870034.445902, 12648173350.804678, 12133492686.537285, 11963267981.988104, 14264907898.62215, 14577046981.822424, 12284333175.684391, 14157668288.66353, 1568536414.3571274, 10742142391.394255, 12868373270.329777, 13587842685.392525, 13972451913.80674, 12860297304.353083, 8476515812.9402485, 3284525287.5601892, 14090619592.72473, 11355055554.6093, 12819017268.498163, 14338623807.5642, 8721209108.430794, 13890586627.254442, 7533921481.470321, 14639037922.427738, 11341636167.116741, 12657170413.611015, 8467113730.2716255, 12953334317.786741, 6257234927.885367, 13144404427.03541, 8609853115.905842, 12932729116.229023, 11527098479.46044, 12797379096.760984, 14429639634.179775, 14474880292.739979, 12524265764.919533, 12479113084.47486, 13547198439.36274, 11937034530.259785, 14563926900.7381, 13728569702.694094, 9422317701.708267, 11743484714.680296, 11733357112.937082, 12307419651.010809, 8919094890.250538, 10920273268.918282, 9662862719.709341, 10720963342.88214, 11754748918.563099, 11739583174.359812, 13008417747.124165, 12514281924.246046, 12733095224.452637, 13867452119.154696, 11887652176.807428, 12469045594.31212, 11916238377.198992, 12714024713.521238, 11117855943.716965, 11786670689.850264, 12977490542.653767, 12501375151.26664, 12443630354.494143, 11105916010.39958, 13671885681.160686, 14609780078.98047, 12643455810.489769, 5766580360.18061, 11702585803.359112, 14055841045.304787, 12377325235.262009, 12935790616.11877, 8319329129.299013, 14681722283.47763, 12720752763.265518, 8880442601.259247] + --- Actual line: ['X_0' 'X_1' 'X_2' 'X_3' 'X_4' 'X_5' 'X_6' 'X_7' 'X_8' 'y'] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.08299887e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 0.0000000e+00 1.0000000e+00 0.0000000e+00 3.0000000e+00 1.1271403e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.18351179e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.11156932e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.74455364e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.40146902e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.28357512e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 3.0000000e+00 1.5072476e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.51033674e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.41931546e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.37044311e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.39042802e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.19587757e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.24221905e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.32444893e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.44988053e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.48788268e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.31843502e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.45157685e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.51484855e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.15635143e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.61985029e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.52275375e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.27141379e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.37125305e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.42044446e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.42887353e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.43955938e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.50344514e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.41777809e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.52783486e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.48746218e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.32802654e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.13086225e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.15333203e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.48234234e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.29774232e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.10676521e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.24701962e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.26580997e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.39038162e+10] + --- Actual line: [1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 + 1.000000e+00 0.000000e+00 3.000000e+00 3.000000e+00 1.447178e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.16672909e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.40923472e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.41660717e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.43340405e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.01992942e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.45639693e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.45943429e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.04994483e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 3.0000000e+00 1.2057461e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.30260064e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.44749431e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.08908023e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.37892805e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.20636152e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.37530016e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.59293501e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.03466543e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.03121168e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.40977112e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.19692964e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.37841295e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.58046794e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.21848008e+09] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 6.0035541e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.41517778e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.53310511e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.28357512e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.58728395e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.40954062e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.40453581e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.23172733e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.18177467e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.38291546e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.58649827e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.35610137e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.37126057e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.37430031e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.43905184e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.40877016e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.24777428e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.1913314e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.76512063e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.50120171e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.50529412e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.30700673e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.4223092e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.36774769e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.45222612e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.35851845e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.53029447e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 9.9389747e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.58475089e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.34467703e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.44039916e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.18380601e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.38857067e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.18788265e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.34193784e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.62152871e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.16078901e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.50071509e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.0000000e+00 1.4778842e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.16911206e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.33612137e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.16072299e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.37728336e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.56667126e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 0.0000000e+00 3.0000000e+00 1.0395313e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.11168493e+09] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.3830417e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.40800451e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.23214317e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.45006554e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.50704317e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.05155346e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 0.0000000e+00 3.0000000e+00 1.2840399e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.51233765e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.42495002e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.32296657e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.14593086e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.33203504e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.06843885e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.37661787e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.44607304e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.4639638e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.38226171e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.05839146e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.21933048e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.56712056e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.41036363e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.08901025e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.22202928e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.44462326e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.47781868e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.43133185e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.00753333e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.58243873e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.41299218e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.51501149e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.51597611e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.29764633e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.40529769e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.43206362e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.17426711e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.24424846e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.36947093e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.51113099e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.14617384e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.25135616e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.08719878e+10] + --- Actual line: [1.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 3.0000000e+00 1.0000000e+00 1.3345451e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.52480166e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.37404161e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.36201928e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.17422712e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.46571903e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.45081449e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.53859883e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.30252938e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.22956161e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.35691654e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.29080559e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.45091553e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.34687572e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 3.0000000e+00 1.3852123e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.53385055e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.37309449e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.1787671e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.47266513e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.49333524e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 2.0000000e+00 1.0000000e+00 1.4254436e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.39852903e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.51068127e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.76305587e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.34900882e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.27403953e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.42144794e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.25974412e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.30534329e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.35173678e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.42811851e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.15326021e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.2054278e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.51704782e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.49301419e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.39979171e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.35853691e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.37319631e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.08877549e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 3.2921052e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.36628074e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.54326703e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.37670126e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.39675339e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.47928994e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.20354903e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.43599346e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.34946757e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.42637888e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.45156421e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.20173675e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.40959228e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.02289128e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 0.0000000e+00 1.4384743e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.08315019e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 2.0000000e+00 1.2684319e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.5834385e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.55959282e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.40048961e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.35454919e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.45768557e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.20802272e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 2.0000000e+00 1.3277356e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.35833761e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.32258163e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.27016708e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.36955158e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 9.20191768e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.57906788e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.4598327e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.17836429e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.29186949e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.35599656e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.37435508e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.06328909e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 2.75149756e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.11195876e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.49238675e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.83825219e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 9.15764371e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.72591788e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.79332038e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.27052579e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.07563776e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.08601009e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.32669877e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.90917027e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.43226132e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.49873288e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.17504872e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.27981795e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.52510886e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.49236846e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.72580907e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.07563776e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.28772387e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.72762382e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.4023082e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.06625268e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.33793583e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.22923212e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.34042687e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.49118634e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 3.0000000e+00 1.4253217e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.44279949e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.02985869e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.35492359e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.53866985e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.45682552e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.49826875e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.34349373e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.46285661e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.11935579e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.41939403e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.63251939e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.29104723e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.24688746e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.23623911e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.60776098e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.46021001e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.46620901e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.34385482e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.37204513e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.24225609e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.37862959e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.43992006e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.08806232e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.3323687e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.18311692e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.42863878e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.35065595e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 3.0000000e+00 1.5017969e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.45861685e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.52747546e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.48219513e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 4.99298486e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.50491354e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.23001835e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.62395925e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.26890993e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 2.0000000e+00 1.2790717e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.42216357e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.44018342e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.28080824e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.52035759e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.50977124e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.28945407e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.14789608e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.14965257e+10] + --- Actual line: [1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 2.0000000e+00 2.0000000e+00 1.4357811e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.31640091e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.05427403e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.16456327e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.43715535e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.28316006e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 0.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.2484488e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.50997869e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.29882275e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.47681257e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.24218819e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.35679503e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.17466713e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.22107726e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.32922868e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.55429381e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 0.0000000e+00 0.0000000e+00 2.0000000e+00 0.0000000e+00 1.2373818e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.22662061e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.51210897e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.43548843e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.62848414e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.26492453e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.22487626e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.38615508e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.35750599e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.35329351e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.31455794e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 2.0000000e+00 1.4000308e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.31259434e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.37093911e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.33406796e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.1201156e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.15226888e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.09831694e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.26011081e+10] + --- Actual line: [1.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 3.0000000e+00 1.2257065e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.10129248e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.2667865e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.04481854e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.13522454e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0275982e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.21849579e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.47544418e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.28506129e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.27119883e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.98996083e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.21449426e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.34686302e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.07102502e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.09848464e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.24761705e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.35027843e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.34892511e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0229007e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.39857793e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.18398261e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.13987003e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.34231071e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.18982887e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.20433899e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.11383506e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.29170929e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.18446643e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.47024878e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.32931349e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.43375342e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.81950875e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.34612874e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 3.0000000e+00 1.3202209e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.3313576e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.17630175e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.26726008e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.21275331e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.06502511e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.25266245e+09] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 0.0000000e+00 1.3912637e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.17493902e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.15034556e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.29667041e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.33265634e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.21587199e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.47721397e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.38855911e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.49141319e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.5954256e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.05659883e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.30187314e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.20274418e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.25503898e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.38264586e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.47514165e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.43964435e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.47483272e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.42368007e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.49171798e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.42439591e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.56734162e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.59293248e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 3.0000000e+00 1.3084073e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.30421797e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.59037379e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.45223666e+10] + --- Actual line: [2.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 + 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.669555e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.54786781e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.44633867e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.43976042e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.47708306e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.35264002e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.0884176e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.32363199e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.53808057e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.45513809e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.42460695e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.31207767e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.49383048e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.26557287e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.30047975e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.13922335e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.38715302e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.18723391e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 7.4235743e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.36572468e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 3.21187108e+09] + --- Actual line: [1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 0.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.3684477e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.47893552e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.42876737e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.33868271e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.05547011e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 9.98093641e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.42243869e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.46517849e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 3.44467677e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.00743385e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.51353652e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.51084332e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.09921879e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.34712792e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.10813024e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.28592389e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 0.0000000e+00 0.0000000e+00 3.0000000e+00 0.0000000e+00 1.0849423e+10] + --- Actual line: [1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 3.0000000e+00 1.3609238e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.38745711e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.55893253e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.27294645e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.41198863e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.24431658e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.53331902e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.47338116e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 3.0000000e+00 2.0000000e+00 1.3560885e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.44090558e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.25867067e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.47531358e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.39904949e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.15884121e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.27979032e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.12597397e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.31961114e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.60706595e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.15302086e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.37178351e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.25164121e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.36834284e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.27552159e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.20806796e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.47369817e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.27983291e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.16258251e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.23565711e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.38833934e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.14727579e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.33944657e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.09215136e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 0.0000000e+00 0.0000000e+00 3.0000000e+00 3.0000000e+00 1.2257065e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.32096906e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.22365022e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 4.71802711e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.44443128e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.07110762e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.41854636e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.32688115e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.11846064e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.34844309e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.55576403e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.34512379e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.23269603e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 9.7832042e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.12330269e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.10683871e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.41506764e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.20706762e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.04357663e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.49043735e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.25303862e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.48854047e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.28095098e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.05405733e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.09214779e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.29204976e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.16485764e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.28124968e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.36925904e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.42374088e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.25164435e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.35332648e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.21312406e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.33210425e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.28453472e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.08441522e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.02998492e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.32850643e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.14601097e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.23365865e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.30344958e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.26702084e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.04812794e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 7.49636426e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.06795049e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.19274809e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.24537499e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.26603272e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.12305291e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.29403772e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.50765891e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.39017287e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.27979032e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 9.26560792e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.66828127e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.56809614e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.26613211e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.39401577e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.18093173e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.36541699e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.67746722e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.47631111e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.37678087e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.41617384e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.43376781e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.46203105e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.32016192e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.05107104e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.24317806e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.37699699e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.12949171e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.31505754e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 0.0000000e+00 3.0000000e+00 3.0000000e+00 1.2879909e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.42323025e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.44434992e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.23379214e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.16688838e+10] + --- Actual line: [2.000000e+00 1.000000e+00 1.000000e+00 0.000000e+00 1.000000e+00 + 1.000000e+00 1.000000e+00 2.000000e+00 3.000000e+00 1.488587e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.26481734e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.21334927e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.1963268e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.42649079e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.4577047e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.22843332e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.41576683e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.56853641e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.07421424e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.28683733e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.35878427e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.39724519e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.28602973e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.47651581e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 3.28452529e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.40906196e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.13550556e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.28190173e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.43386238e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.72120911e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.38905866e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.53392148e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.46390379e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.13416362e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.26571704e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.46711373e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.29533343e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.25723493e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.31444044e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.60985312e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.29327291e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.15270985e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.27973791e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.44296396e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.44748803e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.25242658e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.24791131e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.35471984e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.19370345e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.45639269e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.37285697e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 9.4223177e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.17434847e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.17333571e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.23074197e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.91909489e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.09202733e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.66286272e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.07209633e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.17547489e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.17395832e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.30084177e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.25142819e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.27330952e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.38674521e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.18876522e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.24690456e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.19162384e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.27140247e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.11178559e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.17866707e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.29774905e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.25013752e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.24436304e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 0.0000000e+00 2.0000000e+00 0.0000000e+00 1.1105916e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.36718857e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.46097801e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.26434558e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.76658036e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.17025858e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.0000000e+00 1.4055841e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.23773252e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.29357906e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.31932913e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.46817223e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.27207528e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 8.8804426e+09] +--- Size of X after removing aberrants points from the dataset: 628 +--- Number of abberant points removed : 151 +*** Ratio energy by wokload : [10829988671.831848, 11271402985.343796, 11835117871.856445, 11115693246.882881, 7744553642.650806, 14014690198.265823, 12835751160.993692, 15072476000.850086, 15103367446.80594, 14193154641.516396, 13704431053.692589, 13904280154.559978, 11958775708.378078, 12422190504.229136, 13244489299.11487, 14498805298.443407, 14878826834.261774, 13184350176.340683, 14515768479.29906, 15148485454.424267, 11563514337.02325, 1619850293.4358807, 15227537478.77662, 12714137867.025375, 13712530510.380384, 14204444570.706173, 14288735332.61318, 14395593796.65072, 15034451445.487333, 14177780865.38339, 15278348593.857187, 14874621812.74041, 13280265392.82361, 11308622485.386433, 11533320339.125751, 14823423380.68923, 12977423176.899149, 11067652130.41236, 12470196231.00789, 12658099664.813522, 13903816180.427042, 14471780028.94356, 11667290866.728037, 14092347150.879715, 14166071691.655617, 14334040479.330315, 10199294208.840748, 14563969322.455019, 14594342940.789293, 10499448253.994251, 12057461036.314661, 13026006421.821165, 14474943149.660782, 10890802281.840895, 13789280489.133356, 6206361520.558573, 13753001592.597586, 15929350146.231434, 10346654305.863657, 10312116840.40865, 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13683428410.355072, 12755215926.672813, 12080679610.712181, 14736981718.77418, 12798329050.159212, 11625825142.93952, 12356571100.945772, 13883393379.009699, 11472757936.280302, 13394465674.67254, 10921513634.417622, 12257064972.250004, 13209690629.045467, 12236502220.313328, 4718027109.783772, 14444312840.70523, 10711076216.805037, 14185463588.042788, 13268811525.820444, 11184606402.516088, 13484430876.110443, 15557640279.352987, 13451237917.42554, 12326960294.86089, 9783204195.037958, 11233026896.3596, 11068387136.763205, 14150676402.332033, 12070676223.42339, 10435766293.101019, 14904373539.371391, 12530386186.502268, 14885404711.826008, 12809509780.060719, 10540573301.781883, 10921477850.696844, 12920497594.203348, 11648576427.474798, 12812496796.875801, 13692590391.635471, 14237408791.59993, 12516443477.618721, 13533264764.791859, 12131240613.452576, 13321042451.498085, 12845347158.352303, 10844152182.494068, 10299849210.207561, 13285064266.49839, 11460109650.329136, 12336586491.191061, 13034495793.116482, 12670208412.258175, 10481279386.887081, 7496364263.332283, 10679504855.436882, 11927480916.030533, 12453749886.359531, 12660327218.817299, 11230529070.224499, 12940377211.995731, 15076589072.48824, 13901728679.961353, 12797903191.541098, 9265607916.535404, 9668281269.638697, 9568096140.230017, 12661321056.916437, 13940157691.063803, 11809317315.175327, 13654169915.221258, 8677467220.867573, 14763111118.98477, 13767808660.50236, 14161738381.709831, 14337678127.72864, 14620310535.395771, 7320161921.981714, 6051071039.574004, 12431780603.935902, 13769969898.845802, 11294917061.424017, 13150575403.426777, 12879909016.32271, 14232302487.66415, 14443499197.66362, 6233792140.43487, 11668883754.580038, 14885870034.445902, 12648173350.804678, 12133492686.537285, 11963267981.988104, 14264907898.62215, 14577046981.822424, 12284333175.684391, 14157668288.66353, 1568536414.3571274, 10742142391.394255, 12868373270.329777, 13587842685.392525, 13972451913.80674, 12860297304.353083, 8476515812.9402485, 3284525287.5601892, 14090619592.72473, 11355055554.6093, 12819017268.498163, 14338623807.5642, 8721209108.430794, 13890586627.254442, 7533921481.470321, 14639037922.427738, 11341636167.116741, 12657170413.611015, 8467113730.2716255, 12953334317.786741, 6257234927.885367, 13144404427.03541, 8609853115.905842, 12932729116.229023, 11527098479.46044, 12797379096.760984, 14429639634.179775, 14474880292.739979, 12524265764.919533, 12479113084.47486, 13547198439.36274, 11937034530.259785, 14563926900.7381, 13728569702.694094, 9422317701.708267, 11743484714.680296, 11733357112.937082, 12307419651.010809, 8919094890.250538, 10920273268.918282, 9662862719.709341, 10720963342.88214, 11754748918.563099, 11739583174.359812, 13008417747.124165, 12514281924.246046, 12733095224.452637, 13867452119.154696, 11887652176.807428, 12469045594.31212, 11916238377.198992, 12714024713.521238, 11117855943.716965, 11786670689.850264, 12977490542.653767, 12501375151.26664, 12443630354.494143, 11105916010.39958, 13671885681.160686, 14609780078.98047, 12643455810.489769, 5766580360.18061, 11702585803.359112, 14055841045.304787, 12377325235.262009, 12935790616.11877, 8319329129.299013, 14681722283.47763, 12720752763.265518, 8880442601.259247] +--- Size of X before removing duplicates: 628 + --- Actual line: ['X_0' 'X_1' 'X_2' 'X_3' 'X_4' 'X_5' 'X_6' 'X_7' 'X_8' 'y'] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.08299887e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 0.0000000e+00 1.0000000e+00 0.0000000e+00 3.0000000e+00 1.1271403e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.18351179e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.11156932e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.74455364e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.40146902e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.28357512e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 3.0000000e+00 1.5072476e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.51033674e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.41931546e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.37044311e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.39042802e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.19587757e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.24221905e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.32444893e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.44988053e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.48788268e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.31843502e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.45157685e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.51484855e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.15635143e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.61985029e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.52275375e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.27141379e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.37125305e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.42044446e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.42887353e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.43955938e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.50344514e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.41777809e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.52783486e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.48746218e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.32802654e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.13086225e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.15333203e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.48234234e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.29774232e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.10676521e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.24701962e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.26580997e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.39038162e+10] + --- Actual line: [1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 + 1.000000e+00 0.000000e+00 3.000000e+00 3.000000e+00 1.447178e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.16672909e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.40923472e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.41660717e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.43340405e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.01992942e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.45639693e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.45943429e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.04994483e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 3.0000000e+00 1.2057461e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.30260064e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.44749431e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.08908023e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.37892805e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.20636152e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.37530016e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.59293501e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.03466543e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.03121168e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.40977112e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.19692964e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.37841295e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.58046794e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.21848008e+09] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 6.0035541e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.41517778e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.53310511e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.28357512e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.58728395e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.40954062e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.40453581e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.23172733e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.18177467e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.38291546e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.58649827e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.35610137e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.37126057e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.37430031e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.43905184e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.40877016e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.24777428e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.1913314e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.76512063e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.50120171e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.50529412e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.30700673e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.4223092e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.36774769e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.45222612e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.35851845e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.53029447e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 9.9389747e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.58475089e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.34467703e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.44039916e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.18380601e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.38857067e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.18788265e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.34193784e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.62152871e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.16078901e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.50071509e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.0000000e+00 1.4778842e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.16911206e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.33612137e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.16072299e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.37728336e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.56667126e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 0.0000000e+00 3.0000000e+00 1.0395313e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.11168493e+09] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.3830417e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.40800451e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.23214317e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.45006554e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.50704317e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.05155346e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 0.0000000e+00 3.0000000e+00 1.2840399e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.51233765e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.42495002e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.32296657e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.14593086e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.33203504e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.06843885e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.37661787e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.44607304e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.4639638e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.38226171e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.05839146e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.21933048e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.56712056e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.41036363e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.08901025e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.22202928e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.44462326e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.47781868e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.43133185e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.00753333e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.58243873e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.41299218e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.51501149e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.51597611e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.29764633e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.40529769e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.43206362e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.17426711e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.24424846e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.36947093e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.51113099e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.14617384e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.25135616e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.08719878e+10] + --- Actual line: [1.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 3.0000000e+00 1.0000000e+00 1.3345451e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.52480166e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.37404161e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.36201928e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.17422712e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.46571903e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.45081449e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.53859883e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.30252938e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.22956161e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.35691654e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.29080559e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.45091553e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.34687572e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 3.0000000e+00 1.3852123e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.53385055e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.37309449e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.1787671e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.47266513e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.49333524e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 2.0000000e+00 1.0000000e+00 1.4254436e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.39852903e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.51068127e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.76305587e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.34900882e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.27403953e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.42144794e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.25974412e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.30534329e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.35173678e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.42811851e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.15326021e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.2054278e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.51704782e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.49301419e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.39979171e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.35853691e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.37319631e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.08877549e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 3.2921052e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.36628074e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.54326703e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.37670126e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.39675339e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.47928994e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.20354903e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.43599346e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.34946757e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.42637888e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.45156421e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.20173675e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.40959228e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.02289128e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 0.0000000e+00 1.4384743e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.08315019e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 2.0000000e+00 1.2684319e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.5834385e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.55959282e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.40048961e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.35454919e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.45768557e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.20802272e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 2.0000000e+00 1.3277356e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.35833761e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.32258163e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.27016708e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.36955158e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 9.20191768e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.57906788e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.4598327e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.17836429e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.29186949e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.35599656e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.37435508e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.06328909e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 2.75149756e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.11195876e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.49238675e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.83825219e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 9.15764371e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.72591788e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.79332038e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.27052579e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.07563776e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.08601009e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.32669877e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.90917027e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.43226132e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.49873288e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.17504872e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.27981795e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.52510886e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.49236846e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.72580907e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.07563776e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.28772387e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.72762382e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.4023082e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.06625268e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.33793583e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.22923212e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.34042687e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.49118634e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 3.0000000e+00 1.4253217e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.44279949e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.02985869e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.35492359e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.53866985e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.45682552e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.49826875e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.34349373e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.46285661e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.11935579e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.41939403e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.63251939e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.29104723e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.24688746e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.23623911e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.60776098e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.46021001e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.46620901e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.34385482e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.37204513e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.24225609e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.37862959e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.43992006e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.08806232e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.3323687e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.18311692e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.42863878e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.35065595e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 3.0000000e+00 1.5017969e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.45861685e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.52747546e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.48219513e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 4.99298486e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.50491354e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.23001835e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.62395925e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.26890993e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 2.0000000e+00 1.2790717e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.42216357e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.44018342e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.28080824e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.52035759e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.50977124e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.28945407e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.14789608e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.14965257e+10] + --- Actual line: [1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 2.0000000e+00 2.0000000e+00 1.4357811e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.31640091e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.05427403e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.16456327e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.43715535e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.28316006e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 0.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.2484488e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.50997869e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.29882275e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.47681257e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.24218819e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.35679503e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.17466713e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.22107726e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.32922868e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.55429381e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 0.0000000e+00 0.0000000e+00 2.0000000e+00 0.0000000e+00 1.2373818e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.22662061e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.51210897e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.43548843e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.62848414e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.26492453e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.22487626e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.38615508e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.35750599e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.35329351e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.31455794e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 2.0000000e+00 1.4000308e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.31259434e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.37093911e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.33406796e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.1201156e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.15226888e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.09831694e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.26011081e+10] + --- Actual line: [1.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 3.0000000e+00 1.2257065e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.10129248e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 1.2667865e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.04481854e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.13522454e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0275982e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.21849579e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.47544418e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.28506129e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.27119883e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.98996083e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.21449426e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.34686302e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.07102502e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.09848464e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.24761705e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.35027843e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.34892511e+10] + --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0229007e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.39857793e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.18398261e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.13987003e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.34231071e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.18982887e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.20433899e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.11383506e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.29170929e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.18446643e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.47024878e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.32931349e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.43375342e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.81950875e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.34612874e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 3.0000000e+00 1.3202209e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.3313576e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.17630175e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.26726008e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.21275331e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.06502511e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.25266245e+09] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 0.0000000e+00 1.3912637e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.17493902e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.15034556e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.29667041e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.33265634e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.21587199e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.47721397e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.38855911e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.49141319e+10] + --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.5954256e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.05659883e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.30187314e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.20274418e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.25503898e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.38264586e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.47514165e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.43964435e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.47483272e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.42368007e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.49171798e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.42439591e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.56734162e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.59293248e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 3.0000000e+00 1.3084073e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.30421797e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.59037379e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.45223666e+10] + --- Actual line: [2.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 + 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.669555e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.54786781e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.44633867e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.43976042e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.47708306e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.35264002e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.0884176e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.32363199e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.53808057e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.45513809e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 2.00000000e+00 1.42460695e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.31207767e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.49383048e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.26557287e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.30047975e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 3.00000000e+00 1.13922335e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.38715302e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.18723391e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 7.4235743e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.36572468e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 3.21187108e+09] + --- Actual line: [1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 0.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.3684477e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.47893552e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.42876737e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.33868271e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.05547011e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 9.98093641e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.42243869e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.46517849e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 3.44467677e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.00743385e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.51353652e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.51084332e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.09921879e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.34712792e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.10813024e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.28592389e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 0.0000000e+00 0.0000000e+00 3.0000000e+00 0.0000000e+00 1.0849423e+10] + --- Actual line: [1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 3.0000000e+00 1.3609238e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.38745711e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.55893253e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.27294645e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.41198863e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.24431658e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.53331902e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.47338116e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 0.0000000e+00 3.0000000e+00 2.0000000e+00 1.3560885e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.44090558e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.25867067e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.47531358e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.39904949e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.15884121e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.27979032e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.12597397e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.31961114e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.60706595e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.15302086e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.37178351e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.25164121e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.36834284e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.27552159e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.20806796e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.47369817e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.27983291e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.16258251e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.23565711e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.38833934e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.14727579e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.33944657e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.09215136e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 0.0000000e+00 0.0000000e+00 3.0000000e+00 3.0000000e+00 1.2257065e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.32096906e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.22365022e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 4.71802711e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.44443128e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.07110762e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.41854636e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.32688115e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.11846064e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.34844309e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.55576403e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.34512379e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.23269603e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 9.7832042e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.12330269e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.10683871e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.41506764e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.20706762e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.04357663e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.49043735e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.25303862e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.48854047e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.28095098e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.05405733e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.09214779e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.29204976e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.16485764e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.28124968e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.36925904e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.42374088e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.25164435e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.35332648e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.21312406e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.33210425e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.28453472e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.08441522e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.02998492e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.32850643e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.14601097e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.23365865e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.30344958e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.26702084e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.04812794e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 7.49636426e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.06795049e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.19274809e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.24537499e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.26603272e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.12305291e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.29403772e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.50765891e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.39017287e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.27979032e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 9.26560792e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.66828127e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.56809614e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.26613211e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.39401577e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.18093173e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.36541699e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.67746722e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.47631111e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.37678087e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.41617384e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.43376781e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.46203105e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.32016192e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.05107104e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.24317806e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.37699699e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.12949171e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.31505754e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 0.0000000e+00 3.0000000e+00 3.0000000e+00 1.2879909e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.42323025e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.44434992e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.23379214e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.16688838e+10] + --- Actual line: [2.000000e+00 1.000000e+00 1.000000e+00 0.000000e+00 1.000000e+00 + 1.000000e+00 1.000000e+00 2.000000e+00 3.000000e+00 1.488587e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.26481734e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.21334927e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.1963268e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.42649079e+10] + --- Actual line: [1.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 3.0000000e+00 0.0000000e+00 1.4577047e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.22843332e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.41576683e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.56853641e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.07421424e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.28683733e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.35878427e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.39724519e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.28602973e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.47651581e+09] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 3.28452529e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.40906196e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.13550556e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.28190173e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.43386238e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.72120911e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.38905866e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 7.53392148e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.46390379e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.13416362e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.26571704e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.46711373e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.29533343e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 6.25723493e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.31444044e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.60985312e+09] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.29327291e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.15270985e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.27973791e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.44296396e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.44748803e+10] + --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.25242658e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.24791131e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.35471984e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.19370345e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.45639269e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.37285697e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 + 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 9.4223177e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.17434847e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.17333571e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.23074197e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 8.91909489e+09] + --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.09202733e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 9.66286272e+09] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.07209633e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.17547489e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.17395832e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 3.00000000e+00 1.30084177e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.25142819e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 3.00000000e+00 + 0.00000000e+00 1.27330952e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.38674521e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.18876522e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.24690456e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.19162384e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 3.00000000e+00 1.27140247e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.11178559e+10] + --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.17866707e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 3.00000000e+00 + 2.00000000e+00 1.29774905e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.25013752e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.24436304e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00 + 0.0000000e+00 0.0000000e+00 2.0000000e+00 0.0000000e+00 1.1105916e+10] + --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.36718857e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 1.00000000e+00 3.00000000e+00 + 3.00000000e+00 1.46097801e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 1.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.26434558e+10] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 5.76658036e+09] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00 + 2.00000000e+00 1.17025858e+10] + --- Actual line: [0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 1.0000000e+00 1.0000000e+00 2.0000000e+00 1.0000000e+00 1.4055841e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 1.00000000e+00 1.00000000e+00 0.00000000e+00 3.00000000e+00 + 1.00000000e+00 1.23773252e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 2.00000000e+00 1.29357906e+10] + --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00 + 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 8.31932913e+09] + --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 1.00000000e+00 2.00000000e+00 + 0.00000000e+00 1.46817223e+10] + --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00 + 0.00000000e+00 0.00000000e+00 0.00000000e+00 2.00000000e+00 + 1.00000000e+00 1.27207528e+10] + --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 + 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 8.8804426e+09] + --- Checking value [0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0] + --- Retained configurations [] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0]] + --- Answer : configuration is present, have it been processed? -1 + --- Answer : the configuration 333033-0-2 is present in X at positions [40, 71, 165] + --- Position: 40 +-------------- + --- Configuration: 333033-0-2 + --- Energy efficiency: 13903816180.427042 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- + --- Position: 71 +-------------- + --- Configuration: 333033-0-2 + --- Energy efficiency: 14045358079.381556 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- + --- Position: 165 +-------------- + --- Configuration: 333033-0-2 + --- Energy efficiency: 13468757197.367126 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +---------------------- +--- Ordered by energy, Printing the list of the 3 duplicates of '333033-0-2' +--- Duplicate 0 in the list of duplicate, And at position 71 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Energy efficiency: 14045358079.381556 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- +--- Duplicate 1 in the list of duplicate, And at position 165 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Energy efficiency: 13468757197.367126 + --- Energy: 75.6785562491319 + --- Workload: 1068880000000.0 +-------------- +--- Duplicate 2 in the list of duplicate, And at position 40 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Energy efficiency: 13903816180.427042 + --- Energy: 41.81970183069355 + --- Workload: 462846000000.0 +-------------- +-------------- +--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 71 in the X datas point +-------------- + --- Configuration: 333033-0-2 + --- Energy efficiency: 14045358079.381556 + --- Energy: 82.98598382291387 + --- Workload: 1174400000000.0 +-------------- + --- Checking value [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 0, 0, 1, 0, 2.0, 2.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0, 1, 1, 1, 1, 0.0, 3.0], [2.0, 0, 1, 0, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 0, 1, 2.0, 0.0], [0.0, 1, 1, 1, 0, 1, 0, 2.0, 0.0], [2.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 0.0, 3.0], [2.0, 0, 0, 0, 1, 0, 0, 0.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 1, 1, 1, 0, 0, 3.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 3.0, 2.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 1.0], [1.0, 1, 0, 1, 1, 0, 1, 2.0, 3.0], [2.0, 1, 1, 1, 1, 0, 1, 1.0, 2.0], [1.0, 1, 0, 1, 1, 1, 1, 2.0, 3.0], [2.0, 1, 0, 0, 0, 1, 1, 3.0, 2.0], [2.0, 1, 1, 0, 1, 1, 1, 2.0, 2.0], [1.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [2.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 0, 0.0, 3.0], [0.0, 1, 1, 0, 0, 0, 1, 0.0, 2.0], [0.0, 1, 1, 1, 1, 0, 1, 1.0, 1.0], [1.0, 0, 1, 1, 0, 1, 1, 1.0, 3.0], [0.0, 0, 0, 0, 0, 1, 1, 1.0, 1.0], [0.0, 1, 1, 1, 0, 1, 1, 3.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 1.0, 2.0], [2.0, 1, 1, 1, 0, 1, 1, 0.0, 2.0], [1.0, 1, 1, 1, 1, 1, 0, 3.0, 3.0], [2.0, 0, 1, 0, 1, 0, 0, 2.0, 0.0], [1.0, 1, 1, 0, 1, 1, 0, 3.0, 2.0], [0.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [0.0, 1, 1, 1, 0, 1, 1, 2.0, 3.0], [2.0, 1, 0, 1, 1, 0, 0, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 0, 2.0, 1.0], [1.0, 1, 0, 0, 1, 1, 1, 2.0, 3.0], [0.0, 1, 1, 0, 1, 0, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 1, 0, 1.0, 3.0], [2.0, 1, 0, 1, 1, 1, 0, 1.0, 2.0], [2.0, 0, 1, 1, 0, 1, 1, 2.0, 0.0], [2.0, 1, 1, 1, 1, 0, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 1, 0, 1, 0, 1, 0.0, 0.0], [2.0, 0, 0, 1, 1, 1, 1, 1.0, 2.0], [2.0, 1, 1, 1, 1, 1, 1, 2.0, 1.0], [2.0, 1, 1, 1, 1, 0, 0, 1.0, 0.0], [1.0, 1, 1, 0, 0, 1, 0, 0.0, 1.0], [0.0, 1, 1, 1, 1, 1, 1, 1.0, 2.0], [0.0, 1, 0, 1, 1, 0, 1, 0.0, 2.0], [2.0, 1, 1, 0, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 1, 1, 1, 3.0, 1.0], [1.0, 1, 1, 0, 1, 1, 0, 0.0, 0.0], [0.0, 1, 1, 0, 0, 1, 1, 0.0, 0.0], [0.0, 0, 1, 1, 1, 1, 1, 3.0, 2.0], [2.0, 1, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 0.0], [1.0, 1, 1, 1, 1, 1, 1, 2.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 3.0], [1.0, 0, 1, 1, 1, 1, 1, 0.0, 0.0], [0.0, 1, 0, 0, 1, 0, 1, 1.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 1.0, 2.0], [1.0, 1, 1, 1, 1, 1, 1, 1.0, 0.0], [0.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [2.0, 0, 0, 1, 1, 1, 1, 3.0, 1.0], [0.0, 0, 1, 1, 1, 1, 1, 1.0, 2.0], [1.0, 1, 0, 1, 0, 1, 1, 1.0, 2.0]] + --- Answer : we add the configuration, it is not yet present + --- Checking value [2.0, 1, 1, 1, 1, 1, 0, 3.0, 0.0] + --- Retained configurations [[0.0, 1, 0, 1, 1, 1, 1, 1.0, 0.0], [0.0, 0, 1, 1, 0, 0, 1, 0.0, 3.0], [0.0, 1, 1, 0, 1, 1, 1, 0.0, 1.0], [0.0, 1, 0, 1, 1, 1, 0, 1.0, 0.0], [0.0, 1, 1, 1, 1, 0, 1, 0.0, 0.0], [0.0, 1, 1, 1, 1, 1, 0, 1.0, 2.0], [2.0, 1, 0, 1, 1, 0, 1, 0.0, 1.0], [1.0, 1, 1, 1, 1, 1, 1, 3.0, 3.0], [1.0, 1, 0, 1, 1, 1, 1, 3.0, 3.0], [0.0, 1, 0, 1, 1, 0, 1, 2.0, 2.0], [2.0, 0, 0, 1, 1, 1, 0, 3.0, 2.0], [1.0, 1, 0, 1, 1, 1, 0, 2.0, 3.0], [2.0, 1, 1, 1, 0, 1, 0, 0.0, 2.0], [2.0, 1, 0, 1, 1, 1, 0, 3.0, 0.0], [1.0, 1, 0,